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<title>mRNA_limma_dataset_xgb_described</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>




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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
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| The full license is in the file LICENSE, distributed with this software.
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| Copyright (c) Jupyter Development Team.
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|
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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


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/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


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  align-items: flex-end;
}


/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
.lm-TabBar[data-orientation='vertical'] {
  flex-direction: column;
  align-items: flex-end;
}


/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
.lm-TabBar-content {
  margin: 0;
  padding: 0;
  display: flex;
  flex: 1 1 auto;
  list-style-type: none;
}


/* <DEPRECATED> */
.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
/* </DEPRECATED> */
.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
  flex-direction: row;
}


/* <DEPRECATED> */
.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
/* </DEPRECATED> */
.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
  flex-direction: column;
}


/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
.lm-TabBar-tab {
  display: flex;
  flex-direction: row;
  box-sizing: border-box;
  overflow: hidden;
}


/* <DEPRECATED> */
.p-TabBar-tabIcon,
.p-TabBar-tabCloseIcon,
/* </DEPRECATED> */
.lm-TabBar-tabIcon,
.lm-TabBar-tabCloseIcon {
  flex: 0 0 auto;
}


/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
.lm-TabBar-tabLabel {
  flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}


.lm-TabBar-tabInput {
  user-select: all;
  width: 100%;
  box-sizing : border-box;
}


/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
.lm-TabBar-tab.lm-mod-hidden {
  display: none !important;
}


.lm-TabBar-addButton.lm-mod-hidden {
  display: none !important;
}


/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
  position: relative;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
  left: 0;
  transition: left 150ms ease;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
  top: 0;
  transition: top 150ms ease;
}


/* <DEPRECATED> */
.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
/* </DEPRECATED> */
.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
  transition: none;
}

.lm-TabBar-tabLabel .lm-TabBar-tabInput {
  user-select: all;
  width: 100%;
  box-sizing : border-box;
  background: inherit;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
.lm-TabPanel-tabBar {
  z-index: 1;
}


/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
.lm-TabPanel-stackedPanel {
  z-index: 0;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/

@charset "UTF-8";
html{
  -webkit-box-sizing:border-box;
          box-sizing:border-box; }

*,
*::before,
*::after{
  -webkit-box-sizing:inherit;
          box-sizing:inherit; }

body{
  font-size:14px;
  font-weight:400;
  letter-spacing:0;
  line-height:1.28581;
  text-transform:none;
  color:#182026;
  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }

p{
  margin-bottom:10px;
  margin-top:0; }

small{
  font-size:12px; }

strong{
  font-weight:600; }

::-moz-selection{
  background:rgba(125, 188, 255, 0.6); }

::selection{
  background:rgba(125, 188, 255, 0.6); }
.bp3-heading{
  color:#182026;
  font-weight:600;
  margin:0 0 10px;
  padding:0; }
  .bp3-dark .bp3-heading{
    color:#f5f8fa; }

h1.bp3-heading, .bp3-running-text h1{
  font-size:36px;
  line-height:40px; }

h2.bp3-heading, .bp3-running-text h2{
  font-size:28px;
  line-height:32px; }

h3.bp3-heading, .bp3-running-text h3{
  font-size:22px;
  line-height:25px; }

h4.bp3-heading, .bp3-running-text h4{
  font-size:18px;
  line-height:21px; }

h5.bp3-heading, .bp3-running-text h5{
  font-size:16px;
  line-height:19px; }

h6.bp3-heading, .bp3-running-text h6{
  font-size:14px;
  line-height:16px; }
.bp3-ui-text{
  font-size:14px;
  font-weight:400;
  letter-spacing:0;
  line-height:1.28581;
  text-transform:none; }

.bp3-monospace-text{
  font-family:monospace;
  text-transform:none; }

.bp3-text-muted{
  color:#5c7080; }
  .bp3-dark .bp3-text-muted{
    color:#a7b6c2; }

.bp3-text-disabled{
  color:rgba(92, 112, 128, 0.6); }
  .bp3-dark .bp3-text-disabled{
    color:rgba(167, 182, 194, 0.6); }

.bp3-text-overflow-ellipsis{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal; }
.bp3-running-text{
  font-size:14px;
  line-height:1.5; }
  .bp3-running-text h1{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h1{
      color:#f5f8fa; }
  .bp3-running-text h2{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h2{
      color:#f5f8fa; }
  .bp3-running-text h3{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h3{
      color:#f5f8fa; }
  .bp3-running-text h4{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h4{
      color:#f5f8fa; }
  .bp3-running-text h5{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h5{
      color:#f5f8fa; }
  .bp3-running-text h6{
    color:#182026;
    font-weight:600;
    margin-bottom:20px;
    margin-top:40px; }
    .bp3-dark .bp3-running-text h6{
      color:#f5f8fa; }
  .bp3-running-text hr{
    border:none;
    border-bottom:1px solid rgba(16, 22, 26, 0.15);
    margin:20px 0; }
    .bp3-dark .bp3-running-text hr{
      border-color:rgba(255, 255, 255, 0.15); }
  .bp3-running-text p{
    margin:0 0 10px;
    padding:0; }

.bp3-text-large{
  font-size:16px; }

.bp3-text-small{
  font-size:12px; }
a{
  color:#106ba3;
  text-decoration:none; }
  a:hover{
    color:#106ba3;
    cursor:pointer;
    text-decoration:underline; }
  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
    color:inherit; }
  a code,
  .bp3-dark a code{
    color:inherit; }
  .bp3-dark a,
  .bp3-dark a:hover{
    color:#48aff0; }
    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
    .bp3-dark a:hover .bp3-icon,
    .bp3-dark a:hover .bp3-icon-standard,
    .bp3-dark a:hover .bp3-icon-large{
      color:inherit; }
.bp3-running-text code, .bp3-code{
  font-family:monospace;
  text-transform:none;
  background:rgba(255, 255, 255, 0.7);
  border-radius:3px;
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
  color:#5c7080;
  font-size:smaller;
  padding:2px 5px; }
  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#a7b6c2; }
  .bp3-running-text a > code, a > .bp3-code{
    color:#137cbd; }
    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
      color:inherit; }

.bp3-running-text pre, .bp3-code-block{
  font-family:monospace;
  text-transform:none;
  background:rgba(255, 255, 255, 0.7);
  border-radius:3px;
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
  color:#182026;
  display:block;
  font-size:13px;
  line-height:1.4;
  margin:10px 0;
  padding:13px 15px 12px;
  word-break:break-all;
  word-wrap:break-word; }
  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
  .bp3-running-text pre > code, .bp3-code-block > code{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:inherit;
    font-size:inherit;
    padding:0; }

.bp3-running-text kbd, .bp3-key{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#5c7080;
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  font-family:inherit;
  font-size:12px;
  height:24px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  line-height:24px;
  min-width:24px;
  padding:3px 6px;
  vertical-align:middle; }
  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
    margin-right:5px; }
  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
    background:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#a7b6c2; }
.bp3-running-text blockquote, .bp3-blockquote{
  border-left:solid 4px rgba(167, 182, 194, 0.5);
  margin:0 0 10px;
  padding:0 20px; }
  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
    border-color:rgba(115, 134, 148, 0.5); }
.bp3-running-text ul,
.bp3-running-text ol, .bp3-list{
  margin:10px 0;
  padding-left:30px; }
  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
    margin-bottom:5px; }
  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
  .bp3-running-text ul ul,
  .bp3-running-text ol ul,
  .bp3-list ul{
    margin-top:5px; }

.bp3-list-unstyled{
  list-style:none;
  margin:0;
  padding:0; }
  .bp3-list-unstyled li{
    padding:0; }
.bp3-rtl{
  text-align:right; }

.bp3-dark{
  color:#f5f8fa; }

:focus{
  outline:rgba(19, 124, 189, 0.6) auto 2px;
  outline-offset:2px;
  -moz-outline-radius:6px; }

.bp3-focus-disabled :focus{
  outline:none !important; }
  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
    outline:none !important; }

.bp3-alert{
  max-width:400px;
  padding:20px; }

.bp3-alert-body{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }
  .bp3-alert-body .bp3-icon{
    font-size:40px;
    margin-right:20px;
    margin-top:0; }

.bp3-alert-contents{
  word-break:break-word; }

.bp3-alert-footer{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:reverse;
      -ms-flex-direction:row-reverse;
          flex-direction:row-reverse;
  margin-top:10px; }
  .bp3-alert-footer .bp3-button{
    margin-left:10px; }
.bp3-breadcrumbs{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  cursor:default;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-wrap:wrap;
      flex-wrap:wrap;
  height:30px;
  list-style:none;
  margin:0;
  padding:0; }
  .bp3-breadcrumbs > li{
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex; }
    .bp3-breadcrumbs > li::after{
      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
      content:"";
      display:block;
      height:16px;
      margin:0 5px;
      width:16px; }
    .bp3-breadcrumbs > li:last-of-type::after{
      display:none; }

.bp3-breadcrumb,
.bp3-breadcrumb-current,
.bp3-breadcrumbs-collapsed{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  font-size:16px; }

.bp3-breadcrumb,
.bp3-breadcrumbs-collapsed{
  color:#5c7080; }

.bp3-breadcrumb:hover{
  text-decoration:none; }

.bp3-breadcrumb.bp3-disabled{
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-breadcrumb .bp3-icon{
  margin-right:5px; }

.bp3-breadcrumb-current{
  color:inherit;
  font-weight:600; }
  .bp3-breadcrumb-current .bp3-input{
    font-size:inherit;
    font-weight:inherit;
    vertical-align:baseline; }

.bp3-breadcrumbs-collapsed{
  background:#ced9e0;
  border:none;
  border-radius:3px;
  cursor:pointer;
  margin-right:2px;
  padding:1px 5px;
  vertical-align:text-bottom; }
  .bp3-breadcrumbs-collapsed::before{
    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
    content:"";
    display:block;
    height:16px;
    width:16px; }
  .bp3-breadcrumbs-collapsed:hover{
    background:#bfccd6;
    color:#182026;
    text-decoration:none; }

.bp3-dark .bp3-breadcrumb,
.bp3-dark .bp3-breadcrumbs-collapsed{
  color:#a7b6c2; }

.bp3-dark .bp3-breadcrumbs > li::after{
  color:#a7b6c2; }

.bp3-dark .bp3-breadcrumb.bp3-disabled{
  color:rgba(167, 182, 194, 0.6); }

.bp3-dark .bp3-breadcrumb-current{
  color:#f5f8fa; }

.bp3-dark .bp3-breadcrumbs-collapsed{
  background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
    background:rgba(16, 22, 26, 0.6);
    color:#f5f8fa; }
.bp3-button{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border:none;
  border-radius:3px;
  cursor:pointer;
  font-size:14px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  padding:5px 10px;
  text-align:left;
  vertical-align:middle;
  min-height:30px;
  min-width:30px; }
  .bp3-button > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-button > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-button::before,
  .bp3-button > *{
    margin-right:7px; }
  .bp3-button:empty::before,
  .bp3-button > :last-child{
    margin-right:0; }
  .bp3-button:empty{
    padding:0 !important; }
  .bp3-button:disabled, .bp3-button.bp3-disabled{
    cursor:not-allowed; }
  .bp3-button.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-button.bp3-align-right,
  .bp3-align-right .bp3-button{
    text-align:right; }
  .bp3-button.bp3-align-left,
  .bp3-align-left .bp3-button{
    text-align:left; }
  .bp3-button:not([class*="bp3-intent-"]){
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    color:#182026; }
    .bp3-button:not([class*="bp3-intent-"]):hover{
      background-clip:padding-box;
      background-color:#ebf1f5;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      background-color:#d8e1e8;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
      background-color:rgba(206, 217, 224, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      outline:none; }
      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
        background:rgba(206, 217, 224, 0.7); }
  .bp3-button.bp3-intent-primary{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-primary:hover{
      background-color:#106ba3;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
      background-color:#0e5a8a;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
      background-color:rgba(19, 124, 189, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-success{
    background-color:#0f9960;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-success:hover{
      background-color:#0d8050;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
      background-color:#0a6640;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
      background-color:rgba(15, 153, 96, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-warning{
    background-color:#d9822b;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-warning:hover{
      background-color:#bf7326;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
      background-color:#a66321;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
      background-color:rgba(217, 130, 43, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button.bp3-intent-danger{
    background-color:#db3737;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
      color:#ffffff; }
    .bp3-button.bp3-intent-danger:hover{
      background-color:#c23030;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
      background-color:#a82a2a;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
      background-color:rgba(219, 55, 55, 0.5);
      background-image:none;
      border-color:transparent;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.6); }
  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
    stroke:#ffffff; }
  .bp3-button.bp3-large,
  .bp3-large .bp3-button{
    min-height:40px;
    min-width:40px;
    font-size:16px;
    padding:5px 15px; }
    .bp3-button.bp3-large::before,
    .bp3-button.bp3-large > *,
    .bp3-large .bp3-button::before,
    .bp3-large .bp3-button > *{
      margin-right:10px; }
    .bp3-button.bp3-large:empty::before,
    .bp3-button.bp3-large > :last-child,
    .bp3-large .bp3-button:empty::before,
    .bp3-large .bp3-button > :last-child{
      margin-right:0; }
  .bp3-button.bp3-small,
  .bp3-small .bp3-button{
    min-height:24px;
    min-width:24px;
    padding:0 7px; }
  .bp3-button.bp3-loading{
    position:relative; }
    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
      visibility:hidden; }
    .bp3-button.bp3-loading .bp3-button-spinner{
      margin:0;
      position:absolute; }
    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
      visibility:hidden; }
  .bp3-button[class*="bp3-icon-"]::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    color:#5c7080; }
  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
    color:#5c7080; }
    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
      margin-left:7px; }
  .bp3-button .bp3-icon:first-child:last-child,
  .bp3-button .bp3-spinner + .bp3-icon:last-child{
    margin:0 -7px; }
  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
    background-color:#394b59;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      color:#f5f8fa; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
      background-color:rgba(57, 75, 89, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
        background:rgba(57, 75, 89, 0.7); }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
      background:rgba(16, 22, 26, 0.5);
      stroke:#8a9ba8; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
      color:#a7b6c2; }
    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
      color:#a7b6c2; }
  .bp3-dark .bp3-button[class*="bp3-intent-"]{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(255, 255, 255, 0.3); }
    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
      stroke:#8a9ba8; }
  .bp3-button:disabled::before,
  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
    color:inherit !important; }
  .bp3-button.bp3-minimal{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-button.bp3-minimal:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button.bp3-minimal{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button.bp3-minimal:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-success{
      color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button.bp3-minimal.bp3-intent-danger{
      color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
  .bp3-button.bp3-outlined{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    border:1px solid rgba(24, 32, 38, 0.2);
    -webkit-box-sizing:border-box;
            box-sizing:border-box; }
    .bp3-button.bp3-outlined:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button.bp3-outlined{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button.bp3-outlined:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-success{
      color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button.bp3-outlined.bp3-intent-danger{
      color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
      border-color:rgba(92, 112, 128, 0.1); }
    .bp3-dark .bp3-button.bp3-outlined{
      border-color:rgba(255, 255, 255, 0.4); }
      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
        border-color:rgba(255, 255, 255, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-primary{
      border-color:rgba(16, 107, 163, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
        border-color:rgba(16, 107, 163, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
        border-color:rgba(72, 175, 240, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
          border-color:rgba(72, 175, 240, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-success{
      border-color:rgba(13, 128, 80, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
        border-color:rgba(13, 128, 80, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
        border-color:rgba(61, 204, 145, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
          border-color:rgba(61, 204, 145, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-warning{
      border-color:rgba(191, 115, 38, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
        border-color:rgba(191, 115, 38, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
        border-color:rgba(255, 179, 102, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
          border-color:rgba(255, 179, 102, 0.2); }
    .bp3-button.bp3-outlined.bp3-intent-danger{
      border-color:rgba(194, 48, 48, 0.6); }
      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
        border-color:rgba(194, 48, 48, 0.2); }
      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
        border-color:rgba(255, 115, 115, 0.6); }
        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
          border-color:rgba(255, 115, 115, 0.2); }

a.bp3-button{
  text-align:center;
  text-decoration:none;
  -webkit-transition:none;
  transition:none; }
  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
    color:#182026; }
  a.bp3-button.bp3-disabled{
    color:rgba(92, 112, 128, 0.6); }

.bp3-button-text{
  -webkit-box-flex:0;
      -ms-flex:0 1 auto;
          flex:0 1 auto; }

.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
.bp3-button-group.bp3-align-left .bp3-button-text,
.bp3-button-group.bp3-align-right .bp3-button-text{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto; }
.bp3-button-group{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex; }
  .bp3-button-group .bp3-button{
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    position:relative;
    z-index:4; }
    .bp3-button-group .bp3-button:focus{
      z-index:5; }
    .bp3-button-group .bp3-button:hover{
      z-index:6; }
    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
      z-index:7; }
    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
      z-index:3; }
    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
      z-index:9; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
        z-index:10; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
        z-index:11; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
        z-index:12; }
      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
        z-index:8; }
  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
    border-bottom-left-radius:0;
    border-top-left-radius:0; }
  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
    border-bottom-right-radius:0;
    border-top-right-radius:0;
    margin-right:-1px; }
  .bp3-button-group.bp3-minimal .bp3-button{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-button-group.bp3-minimal .bp3-button:hover{
      background:rgba(167, 182, 194, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026;
      text-decoration:none; }
    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
      background:rgba(115, 134, 148, 0.3);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#182026; }
    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
      background:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed; }
      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
        background:rgba(115, 134, 148, 0.3); }
    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:inherit; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
        background:rgba(138, 155, 168, 0.15); }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
        background:rgba(138, 155, 168, 0.3);
        color:#f5f8fa; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
        background:none;
        color:rgba(167, 182, 194, 0.6);
        cursor:not-allowed; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
          background:rgba(138, 155, 168, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
      color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.15);
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#106ba3; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(16, 107, 163, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
        stroke:#106ba3; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
        color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
          background:rgba(19, 124, 189, 0.2);
          color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
          background:rgba(19, 124, 189, 0.3);
          color:#48aff0; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
          background:none;
          color:rgba(72, 175, 240, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
            background:rgba(19, 124, 189, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
      color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.15);
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#0d8050; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(13, 128, 80, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
        stroke:#0d8050; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
        color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
          background:rgba(15, 153, 96, 0.2);
          color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
          background:rgba(15, 153, 96, 0.3);
          color:#3dcc91; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
          background:none;
          color:rgba(61, 204, 145, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
            background:rgba(15, 153, 96, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
      color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.15);
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#bf7326; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(191, 115, 38, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
        stroke:#bf7326; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
        color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
          background:rgba(217, 130, 43, 0.2);
          color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
          background:rgba(217, 130, 43, 0.3);
          color:#ffb366; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
          background:none;
          color:rgba(255, 179, 102, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
            background:rgba(217, 130, 43, 0.3); }
    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
      color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
        background:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.15);
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#c23030; }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(194, 48, 48, 0.5); }
        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }
      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
        stroke:#c23030; }
      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
        color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
          background:rgba(219, 55, 55, 0.2);
          color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
          background:rgba(219, 55, 55, 0.3);
          color:#ff7373; }
        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
          background:none;
          color:rgba(255, 115, 115, 0.5); }
          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
            background:rgba(219, 55, 55, 0.3); }
  .bp3-button-group .bp3-popover-wrapper,
  .bp3-button-group .bp3-popover-target{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-button-group.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-button-group .bp3-button.bp3-fill,
  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-button-group.bp3-vertical{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column;
    vertical-align:top; }
    .bp3-button-group.bp3-vertical.bp3-fill{
      height:100%;
      width:unset; }
    .bp3-button-group.bp3-vertical .bp3-button{
      margin-right:0 !important;
      width:100%; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
      border-radius:3px 3px 0 0; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
      border-radius:0 0 3px 3px; }
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
      margin-bottom:-1px; }
  .bp3-button-group.bp3-align-left .bp3-button{
    text-align:left; }
  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
    margin-right:1px; }
  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
    margin-bottom:1px; }
.bp3-callout{
  font-size:14px;
  line-height:1.5;
  background-color:rgba(138, 155, 168, 0.15);
  border-radius:3px;
  padding:10px 12px 9px;
  position:relative;
  width:100%; }
  .bp3-callout[class*="bp3-icon-"]{
    padding-left:40px; }
    .bp3-callout[class*="bp3-icon-"]::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased;
      color:#5c7080;
      left:10px;
      position:absolute;
      top:10px; }
  .bp3-callout.bp3-callout-icon{
    padding-left:40px; }
    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
      color:#5c7080;
      left:10px;
      position:absolute;
      top:10px; }
  .bp3-callout .bp3-heading{
    line-height:20px;
    margin-bottom:5px;
    margin-top:0; }
    .bp3-callout .bp3-heading:last-child{
      margin-bottom:0; }
  .bp3-dark .bp3-callout{
    background-color:rgba(138, 155, 168, 0.2); }
    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
      color:#a7b6c2; }
  .bp3-callout.bp3-intent-primary{
    background-color:rgba(19, 124, 189, 0.15); }
    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-primary .bp3-heading{
      color:#106ba3; }
    .bp3-dark .bp3-callout.bp3-intent-primary{
      background-color:rgba(19, 124, 189, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
        color:#48aff0; }
  .bp3-callout.bp3-intent-success{
    background-color:rgba(15, 153, 96, 0.15); }
    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-success .bp3-heading{
      color:#0d8050; }
    .bp3-dark .bp3-callout.bp3-intent-success{
      background-color:rgba(15, 153, 96, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
        color:#3dcc91; }
  .bp3-callout.bp3-intent-warning{
    background-color:rgba(217, 130, 43, 0.15); }
    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-warning .bp3-heading{
      color:#bf7326; }
    .bp3-dark .bp3-callout.bp3-intent-warning{
      background-color:rgba(217, 130, 43, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
        color:#ffb366; }
  .bp3-callout.bp3-intent-danger{
    background-color:rgba(219, 55, 55, 0.15); }
    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
    .bp3-callout.bp3-intent-danger .bp3-heading{
      color:#c23030; }
    .bp3-dark .bp3-callout.bp3-intent-danger{
      background-color:rgba(219, 55, 55, 0.25); }
      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
        color:#ff7373; }
  .bp3-running-text .bp3-callout{
    margin:20px 0; }
.bp3-card{
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
  padding:20px;
  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-card.bp3-dark,
  .bp3-dark .bp3-card{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }

.bp3-elevation-0{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
  .bp3-elevation-0.bp3-dark,
  .bp3-dark .bp3-elevation-0{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }

.bp3-elevation-1{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-1.bp3-dark,
  .bp3-dark .bp3-elevation-1{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-elevation-2{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-2.bp3-dark,
  .bp3-dark .bp3-elevation-2{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }

.bp3-elevation-3{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-3.bp3-dark,
  .bp3-dark .bp3-elevation-3{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }

.bp3-elevation-4{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
  .bp3-elevation-4.bp3-dark,
  .bp3-dark .bp3-elevation-4{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }

.bp3-card.bp3-interactive:hover{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  cursor:pointer; }
  .bp3-card.bp3-interactive:hover.bp3-dark,
  .bp3-dark .bp3-card.bp3-interactive:hover{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }

.bp3-card.bp3-interactive:active{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  opacity:0.9;
  -webkit-transition-duration:0;
          transition-duration:0; }
  .bp3-card.bp3-interactive:active.bp3-dark,
  .bp3-dark .bp3-card.bp3-interactive:active{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-collapse{
  height:0;
  overflow-y:hidden;
  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-collapse .bp3-collapse-body{
    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
      display:none; }

.bp3-context-menu .bp3-popover-target{
  display:block; }

.bp3-context-menu-popover-target{
  position:fixed; }

.bp3-divider{
  border-bottom:1px solid rgba(16, 22, 26, 0.15);
  border-right:1px solid rgba(16, 22, 26, 0.15);
  margin:5px; }
  .bp3-dark .bp3-divider{
    border-color:rgba(16, 22, 26, 0.4); }
.bp3-dialog-container{
  opacity:1;
  -webkit-transform:scale(1);
          transform:scale(1);
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  min-height:100%;
  pointer-events:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none;
  width:100%; }
  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
    opacity:0;
    -webkit-transform:scale(0.5);
            transform:scale(0.5); }
  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
    opacity:1;
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-transform;
    transition-property:opacity, -webkit-transform;
    transition-property:opacity, transform;
    transition-property:opacity, transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
    opacity:1;
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
    opacity:0;
    -webkit-transform:scale(0.5);
            transform:scale(0.5);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-transform;
    transition-property:opacity, -webkit-transform;
    transition-property:opacity, transform;
    transition-property:opacity, transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }

.bp3-dialog{
  background:#ebf1f5;
  border-radius:6px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:30px 0;
  padding-bottom:20px;
  pointer-events:all;
  -webkit-user-select:text;
     -moz-user-select:text;
      -ms-user-select:text;
          user-select:text;
  width:500px; }
  .bp3-dialog:focus{
    outline:0; }
  .bp3-dialog.bp3-dark,
  .bp3-dark .bp3-dialog{
    background:#293742;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }

.bp3-dialog-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background:#ffffff;
  border-radius:6px 6px 0 0;
  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  min-height:40px;
  padding-left:20px;
  padding-right:5px;
  z-index:30; }
  .bp3-dialog-header .bp3-icon-large,
  .bp3-dialog-header .bp3-icon{
    color:#5c7080;
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    margin-right:10px; }
  .bp3-dialog-header .bp3-heading{
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:inherit;
    margin:0; }
    .bp3-dialog-header .bp3-heading:last-child{
      margin-right:20px; }
  .bp3-dark .bp3-dialog-header{
    background:#30404d;
    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-dialog-header .bp3-icon-large,
    .bp3-dark .bp3-dialog-header .bp3-icon{
      color:#a7b6c2; }

.bp3-dialog-body{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  line-height:18px;
  margin:20px; }

.bp3-dialog-footer{
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  margin:0 20px; }

.bp3-dialog-footer-actions{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:end;
      -ms-flex-pack:end;
          justify-content:flex-end; }
  .bp3-dialog-footer-actions .bp3-button{
    margin-left:10px; }
.bp3-multistep-dialog-panels{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }

.bp3-multistep-dialog-left-panel{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:1;
      -ms-flex:1;
          flex:1;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column; }
  .bp3-dark .bp3-multistep-dialog-left-panel{
    background:#202b33; }

.bp3-multistep-dialog-right-panel{
  background-color:#f5f8fa;
  border-left:1px solid rgba(16, 22, 26, 0.15);
  border-radius:0 0 6px 0;
  -webkit-box-flex:3;
      -ms-flex:3;
          flex:3;
  min-width:0; }
  .bp3-dark .bp3-multistep-dialog-right-panel{
    background-color:#293742;
    border-left:1px solid rgba(16, 22, 26, 0.4); }

.bp3-multistep-dialog-footer{
  background-color:#ffffff;
  border-radius:0 0 6px 0;
  border-top:1px solid rgba(16, 22, 26, 0.15);
  padding:10px; }
  .bp3-dark .bp3-multistep-dialog-footer{
    background:#30404d;
    border-top:1px solid rgba(16, 22, 26, 0.4); }

.bp3-dialog-step-container{
  background-color:#f5f8fa;
  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
  .bp3-dark .bp3-dialog-step-container{
    background:#293742;
    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
  .bp3-dialog-step-container.bp3-dialog-step-viewed{
    background-color:#ffffff; }
    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
      background:#30404d; }

.bp3-dialog-step{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:#f5f8fa;
  border-radius:6px;
  cursor:not-allowed;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin:4px;
  padding:6px 14px; }
  .bp3-dark .bp3-dialog-step{
    background:#293742; }
  .bp3-dialog-step-viewed .bp3-dialog-step{
    background-color:#ffffff;
    cursor:pointer; }
    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
      background:#30404d; }
  .bp3-dialog-step:hover{
    background-color:#f5f8fa; }
    .bp3-dark .bp3-dialog-step:hover{
      background:#293742; }

.bp3-dialog-step-icon{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:rgba(92, 112, 128, 0.6);
  border-radius:50%;
  color:#ffffff;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:25px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  width:25px; }
  .bp3-dark .bp3-dialog-step-icon{
    background-color:rgba(167, 182, 194, 0.6); }
  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
    background-color:#2b95d6; }
  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
    background-color:#8a9ba8; }

.bp3-dialog-step-title{
  color:rgba(92, 112, 128, 0.6);
  -webkit-box-flex:1;
      -ms-flex:1;
          flex:1;
  padding-left:10px; }
  .bp3-dark .bp3-dialog-step-title{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
    color:#2b95d6; }
  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
    color:#182026; }
    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
      color:#f5f8fa; }
.bp3-drawer{
  background:#ffffff;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:0;
  padding:0; }
  .bp3-drawer:focus{
    outline:0; }
  .bp3-drawer.bp3-position-top{
    height:50%;
    left:0;
    right:0;
    top:0; }
    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
      -webkit-transform:translateY(-100%);
              transform:translateY(-100%); }
    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
      -webkit-transform:translateY(-100%);
              transform:translateY(-100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-bottom{
    bottom:0;
    height:50%;
    left:0;
    right:0; }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
      -webkit-transform:translateY(100%);
              transform:translateY(100%); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
      -webkit-transform:translateY(100%);
              transform:translateY(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-left{
    bottom:0;
    left:0;
    top:0;
    width:50%; }
    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
      -webkit-transform:translateX(-100%);
              transform:translateX(-100%); }
    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
      -webkit-transform:translateX(-100%);
              transform:translateX(-100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-position-right{
    bottom:0;
    right:0;
    top:0;
    width:50%; }
    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
      -webkit-transform:translateX(100%);
              transform:translateX(100%); }
    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
      -webkit-transform:translateX(100%);
              transform:translateX(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
  .bp3-position-right):not(.bp3-vertical){
    bottom:0;
    right:0;
    top:0;
    width:50%; }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
      -webkit-transform:translateX(100%);
              transform:translateX(100%); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
      -webkit-transform:translateX(0);
              transform:translateX(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
      -webkit-transform:translateX(0);
              transform:translateX(0); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
      -webkit-transform:translateX(100%);
              transform:translateX(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
  .bp3-position-right).bp3-vertical{
    bottom:0;
    height:50%;
    left:0;
    right:0; }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
      -webkit-transform:translateY(100%);
              transform:translateY(100%); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
      -webkit-transform:translateY(0);
              transform:translateY(0);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:200ms;
              transition-duration:200ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
      -webkit-transform:translateY(0);
              transform:translateY(0); }
    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
      -webkit-transform:translateY(100%);
              transform:translateY(100%);
      -webkit-transition-delay:0;
              transition-delay:0;
      -webkit-transition-duration:100ms;
              transition-duration:100ms;
      -webkit-transition-property:-webkit-transform;
      transition-property:-webkit-transform;
      transition-property:transform;
      transition-property:transform, -webkit-transform;
      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-drawer.bp3-dark,
  .bp3-dark .bp3-drawer{
    background:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }

.bp3-drawer-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border-radius:0;
  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  min-height:40px;
  padding:5px;
  padding-left:20px;
  position:relative; }
  .bp3-drawer-header .bp3-icon-large,
  .bp3-drawer-header .bp3-icon{
    color:#5c7080;
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    margin-right:10px; }
  .bp3-drawer-header .bp3-heading{
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:inherit;
    margin:0; }
    .bp3-drawer-header .bp3-heading:last-child{
      margin-right:20px; }
  .bp3-dark .bp3-drawer-header{
    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-drawer-header .bp3-icon-large,
    .bp3-dark .bp3-drawer-header .bp3-icon{
      color:#a7b6c2; }

.bp3-drawer-body{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  line-height:18px;
  overflow:auto; }

.bp3-drawer-footer{
  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  padding:10px 20px;
  position:relative; }
  .bp3-dark .bp3-drawer-footer{
    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
.bp3-editable-text{
  cursor:text;
  display:inline-block;
  max-width:100%;
  position:relative;
  vertical-align:top;
  white-space:nowrap; }
  .bp3-editable-text::before{
    bottom:-3px;
    left:-3px;
    position:absolute;
    right:-3px;
    top:-3px;
    border-radius:3px;
    content:"";
    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-editable-text:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-editable-text.bp3-editable-text-editing::before{
    background-color:#ffffff;
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-disabled::before{
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
    color:#137cbd; }
  .bp3-editable-text.bp3-intent-primary:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
    color:#0f9960; }
  .bp3-editable-text.bp3-intent-success:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
    color:#d9822b; }
  .bp3-editable-text.bp3-intent-warning:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
    color:#db3737; }
  .bp3-editable-text.bp3-intent-danger:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-editable-text:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
    background-color:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-disabled::before{
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
    color:#48aff0; }
  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
    color:#3dcc91; }
  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
    color:#ffb366; }
  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
    color:#ff7373; }
  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-editable-text-input,
.bp3-editable-text-content{
  color:inherit;
  display:inherit;
  font:inherit;
  letter-spacing:inherit;
  max-width:inherit;
  min-width:inherit;
  position:relative;
  resize:none;
  text-transform:inherit;
  vertical-align:top; }

.bp3-editable-text-input{
  background:none;
  border:none;
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0;
  white-space:pre-wrap;
  width:100%; }
  .bp3-editable-text-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-editable-text-input:focus{
    outline:none; }
  .bp3-editable-text-input::-ms-clear{
    display:none; }

.bp3-editable-text-content{
  overflow:hidden;
  padding-right:2px;
  text-overflow:ellipsis;
  white-space:pre; }
  .bp3-editable-text-editing > .bp3-editable-text-content{
    left:0;
    position:absolute;
    visibility:hidden; }
  .bp3-editable-text-placeholder > .bp3-editable-text-content{
    color:rgba(92, 112, 128, 0.6); }
    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
      color:rgba(167, 182, 194, 0.6); }

.bp3-editable-text.bp3-multiline{
  display:block; }
  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
    overflow:auto;
    white-space:pre-wrap;
    word-wrap:break-word; }
.bp3-divider{
  border-bottom:1px solid rgba(16, 22, 26, 0.15);
  border-right:1px solid rgba(16, 22, 26, 0.15);
  margin:5px; }
  .bp3-dark .bp3-divider{
    border-color:rgba(16, 22, 26, 0.4); }
.bp3-control-group{
  -webkit-transform:translateZ(0);
          transform:translateZ(0);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:stretch;
      -ms-flex-align:stretch;
          align-items:stretch; }
  .bp3-control-group > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-control-group > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-control-group .bp3-button,
  .bp3-control-group .bp3-html-select,
  .bp3-control-group .bp3-input,
  .bp3-control-group .bp3-select{
    position:relative; }
  .bp3-control-group .bp3-input{
    border-radius:inherit;
    z-index:2; }
    .bp3-control-group .bp3-input:focus{
      border-radius:3px;
      z-index:14; }
    .bp3-control-group .bp3-input[class*="bp3-intent"]{
      z-index:13; }
      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
        z-index:15; }
    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
      z-index:1; }
  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
    z-index:13; }
    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
      z-index:15; }
  .bp3-control-group .bp3-button,
  .bp3-control-group .bp3-html-select select,
  .bp3-control-group .bp3-select select{
    -webkit-transform:translateZ(0);
            transform:translateZ(0);
    border-radius:inherit;
    z-index:4; }
    .bp3-control-group .bp3-button:focus,
    .bp3-control-group .bp3-html-select select:focus,
    .bp3-control-group .bp3-select select:focus{
      z-index:5; }
    .bp3-control-group .bp3-button:hover,
    .bp3-control-group .bp3-html-select select:hover,
    .bp3-control-group .bp3-select select:hover{
      z-index:6; }
    .bp3-control-group .bp3-button:active,
    .bp3-control-group .bp3-html-select select:active,
    .bp3-control-group .bp3-select select:active{
      z-index:7; }
    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
    .bp3-control-group .bp3-html-select select[readonly],
    .bp3-control-group .bp3-html-select select:disabled,
    .bp3-control-group .bp3-html-select select.bp3-disabled,
    .bp3-control-group .bp3-select select[readonly],
    .bp3-control-group .bp3-select select:disabled,
    .bp3-control-group .bp3-select select.bp3-disabled{
      z-index:3; }
    .bp3-control-group .bp3-button[class*="bp3-intent"],
    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
      z-index:9; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
        z-index:10; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
        z-index:11; }
      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
        z-index:12; }
      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
        z-index:8; }
  .bp3-control-group .bp3-input-group > .bp3-icon,
  .bp3-control-group .bp3-input-group > .bp3-button,
  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
  .bp3-control-group .bp3-input-group > .bp3-input-action{
    z-index:16; }
  .bp3-control-group .bp3-select::after,
  .bp3-control-group .bp3-html-select::after,
  .bp3-control-group .bp3-select > .bp3-icon,
  .bp3-control-group .bp3-html-select > .bp3-icon{
    z-index:17; }
  .bp3-control-group .bp3-select:focus-within{
    z-index:5; }
  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
    margin-right:-1px; }
  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
    margin-left:6px; }
  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
    margin-right:0; }
  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
    margin-left:1px; }
  .bp3-control-group .bp3-popover-wrapper,
  .bp3-control-group .bp3-popover-target{
    border-radius:inherit; }
  .bp3-control-group > :first-child{
    border-radius:3px 0 0 3px; }
  .bp3-control-group > :last-child{
    border-radius:0 3px 3px 0;
    margin-right:0; }
  .bp3-control-group > :only-child{
    border-radius:3px;
    margin-right:0; }
  .bp3-control-group .bp3-input-group .bp3-button{
    border-radius:3px; }
  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
    border-bottom-left-radius:0;
    border-top-left-radius:0; }
  .bp3-control-group.bp3-fill{
    width:100%; }
  .bp3-control-group > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto; }
  .bp3-control-group.bp3-vertical{
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column; }
    .bp3-control-group.bp3-vertical > *{
      margin-top:-1px; }
    .bp3-control-group.bp3-vertical > :first-child{
      border-radius:3px 3px 0 0;
      margin-top:0; }
    .bp3-control-group.bp3-vertical > :last-child{
      border-radius:0 0 3px 3px; }
.bp3-control{
  cursor:pointer;
  display:block;
  margin-bottom:10px;
  position:relative;
  text-transform:none; }
  .bp3-control input:checked ~ .bp3-control-indicator{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
  .bp3-control:hover input:checked ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
    background:#0e5a8a;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
    background-color:#0e5a8a;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-control:not(.bp3-align-right){
    padding-left:26px; }
    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-26px; }
  .bp3-control.bp3-align-right{
    padding-right:26px; }
    .bp3-control.bp3-align-right .bp3-control-indicator{
      margin-right:-26px; }
  .bp3-control.bp3-disabled{
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-control.bp3-inline{
    display:inline-block;
    margin-right:20px; }
  .bp3-control input{
    left:0;
    opacity:0;
    position:absolute;
    top:0;
    z-index:-1; }
  .bp3-control .bp3-control-indicator{
    background-clip:padding-box;
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    border:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    cursor:pointer;
    display:inline-block;
    font-size:16px;
    height:1em;
    margin-right:10px;
    margin-top:-3px;
    position:relative;
    -webkit-user-select:none;
       -moz-user-select:none;
        -ms-user-select:none;
            user-select:none;
    vertical-align:middle;
    width:1em; }
    .bp3-control .bp3-control-indicator::before{
      content:"";
      display:block;
      height:1em;
      width:1em; }
  .bp3-control:hover .bp3-control-indicator{
    background-color:#ebf1f5; }
  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
    background:#d8e1e8;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control input:disabled ~ .bp3-control-indicator{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    cursor:not-allowed; }
  .bp3-control input:focus ~ .bp3-control-indicator{
    outline:rgba(19, 124, 189, 0.6) auto 2px;
    outline-offset:2px;
    -moz-outline-radius:6px; }
  .bp3-control.bp3-align-right .bp3-control-indicator{
    float:right;
    margin-left:10px;
    margin-top:1px; }
  .bp3-control.bp3-large{
    font-size:16px; }
    .bp3-control.bp3-large:not(.bp3-align-right){
      padding-left:30px; }
      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
        margin-left:-30px; }
    .bp3-control.bp3-large.bp3-align-right{
      padding-right:30px; }
      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
        margin-right:-30px; }
    .bp3-control.bp3-large .bp3-control-indicator{
      font-size:20px; }
    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
      margin-top:0; }
  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
    background-color:#137cbd;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
    color:#ffffff; }
  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
    background:#0e5a8a;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
    background-color:#106ba3;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
    background-color:#0e5a8a;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-control.bp3-checkbox .bp3-control-indicator{
    border-radius:3px; }
  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
  .bp3-control.bp3-radio .bp3-control-indicator{
    border-radius:50%; }
  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
    opacity:0.5; }
  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
    -moz-outline-radius:16px; }
  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
    background:rgba(167, 182, 194, 0.5); }
  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
    background:rgba(115, 134, 148, 0.5); }
  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
    background:rgba(92, 112, 128, 0.5); }
  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
    background:rgba(206, 217, 224, 0.5); }
    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
      background:rgba(255, 255, 255, 0.8); }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
    background:#137cbd; }
  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
    background:#106ba3; }
  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
    background:#0e5a8a; }
  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
    background:rgba(19, 124, 189, 0.5); }
    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
      background:rgba(255, 255, 255, 0.8); }
  .bp3-control.bp3-switch:not(.bp3-align-right){
    padding-left:38px; }
    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-38px; }
  .bp3-control.bp3-switch.bp3-align-right{
    padding-right:38px; }
    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
      margin-right:-38px; }
  .bp3-control.bp3-switch .bp3-control-indicator{
    border:none;
    border-radius:1.75em;
    -webkit-box-shadow:none !important;
            box-shadow:none !important;
    min-width:1.75em;
    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
    width:auto; }
    .bp3-control.bp3-switch .bp3-control-indicator::before{
      background:#ffffff;
      border-radius:50%;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
      height:calc(1em - 4px);
      left:0;
      margin:2px;
      position:absolute;
      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
      width:calc(1em - 4px); }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
    left:calc(100% - 1em); }
  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
    padding-left:45px; }
    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
      margin-left:-45px; }
  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
    padding-right:45px; }
    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
      margin-right:-45px; }
  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.5); }
  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.7); }
  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
    background:rgba(16, 22, 26, 0.9); }
  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
    background:rgba(57, 75, 89, 0.5); }
    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
      background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
    background:#137cbd; }
  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
    background:#106ba3; }
  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
    background:#0e5a8a; }
  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
    background:rgba(14, 90, 138, 0.5); }
    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
      background:rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
    background:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-control.bp3-switch .bp3-switch-inner-text{
    font-size:0.7em;
    text-align:center; }
  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
    line-height:0;
    margin-left:0.5em;
    margin-right:1.2em;
    visibility:hidden; }
  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
    line-height:1em;
    margin-left:1.2em;
    margin-right:0.5em;
    visibility:visible; }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
    line-height:1em;
    visibility:visible; }
  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
    line-height:0;
    visibility:hidden; }
  .bp3-dark .bp3-control{
    color:#f5f8fa; }
    .bp3-dark .bp3-control.bp3-disabled{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-control .bp3-control-indicator{
      background-color:#394b59;
      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-control:hover .bp3-control-indicator{
      background-color:#30404d; }
    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
      background:#202b33;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      cursor:not-allowed; }
    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
      color:rgba(167, 182, 194, 0.6); }
.bp3-file-input{
  cursor:pointer;
  display:inline-block;
  height:30px;
  position:relative; }
  .bp3-file-input input{
    margin:0;
    min-width:200px;
    opacity:0; }
    .bp3-file-input input:disabled + .bp3-file-upload-input,
    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
      background:rgba(206, 217, 224, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      resize:none; }
      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
        background-color:rgba(206, 217, 224, 0.5);
        background-image:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(92, 112, 128, 0.6);
        cursor:not-allowed;
        outline:none; }
        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
          background:rgba(206, 217, 224, 0.7); }
      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
        background:rgba(57, 75, 89, 0.5);
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(167, 182, 194, 0.6); }
        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
          background-color:rgba(57, 75, 89, 0.5);
          background-image:none;
          -webkit-box-shadow:none;
                  box-shadow:none;
          color:rgba(167, 182, 194, 0.6); }
          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
            background:rgba(57, 75, 89, 0.7); }
  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
    color:#182026; }
  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
    color:#f5f8fa; }
  .bp3-file-input.bp3-fill{
    width:100%; }
  .bp3-file-input.bp3-large,
  .bp3-large .bp3-file-input{
    height:40px; }
  .bp3-file-input .bp3-file-upload-input-custom-text::after{
    content:attr(bp3-button-text); }

.bp3-file-upload-input{
  -webkit-appearance:none;
     -moz-appearance:none;
          appearance:none;
  background:#ffffff;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#182026;
  font-size:14px;
  font-weight:400;
  height:30px;
  line-height:30px;
  outline:none;
  padding:0 10px;
  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  vertical-align:middle;
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  color:rgba(92, 112, 128, 0.6);
  left:0;
  padding-right:80px;
  position:absolute;
  right:0;
  top:0;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-file-upload-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
    border-radius:30px;
    -webkit-box-sizing:border-box;
            box-sizing:border-box;
    padding-left:10px; }
  .bp3-file-upload-input[readonly]{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    resize:none; }
  .bp3-file-upload-input::after{
    background-color:#f5f8fa;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    color:#182026;
    min-height:24px;
    min-width:24px;
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    border-radius:3px;
    content:"Browse";
    line-height:24px;
    margin:3px;
    position:absolute;
    right:0;
    text-align:center;
    top:0;
    width:70px; }
    .bp3-file-upload-input::after:hover{
      background-clip:padding-box;
      background-color:#ebf1f5;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
      background-color:#d8e1e8;
      background-image:none;
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
      background-color:rgba(206, 217, 224, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(92, 112, 128, 0.6);
      cursor:not-allowed;
      outline:none; }
      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
        background:rgba(206, 217, 224, 0.7); }
  .bp3-file-upload-input:hover::after{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-file-upload-input:active::after{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-large .bp3-file-upload-input{
    font-size:16px;
    height:40px;
    line-height:40px;
    padding-right:95px; }
    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
      padding:0 15px; }
    .bp3-large .bp3-file-upload-input::after{
      min-height:30px;
      min-width:30px;
      line-height:30px;
      margin:5px;
      width:85px; }
  .bp3-dark .bp3-file-upload-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa;
    color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-file-upload-input::after{
      background-color:#394b59;
      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
      color:#f5f8fa; }
      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
        color:#f5f8fa; }
      .bp3-dark .bp3-file-upload-input::after:hover{
        background-color:#30404d;
        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
        background-color:#202b33;
        background-image:none;
        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
        background-color:rgba(57, 75, 89, 0.5);
        background-image:none;
        -webkit-box-shadow:none;
                box-shadow:none;
        color:rgba(167, 182, 194, 0.6); }
        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
          background:rgba(57, 75, 89, 0.7); }
      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
        background:rgba(16, 22, 26, 0.5);
        stroke:#8a9ba8; }
    .bp3-dark .bp3-file-upload-input:hover::after{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-file-upload-input:active::after{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
.bp3-file-upload-input::after{
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
.bp3-form-group{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin:0 0 15px; }
  .bp3-form-group label.bp3-label{
    margin-bottom:5px; }
  .bp3-form-group .bp3-control{
    margin-top:7px; }
  .bp3-form-group .bp3-form-helper-text{
    color:#5c7080;
    font-size:12px;
    margin-top:5px; }
  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
    color:#106ba3; }
  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
    color:#0d8050; }
  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
    color:#bf7326; }
  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
    color:#c23030; }
  .bp3-form-group.bp3-inline{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start;
    -webkit-box-orient:horizontal;
    -webkit-box-direction:normal;
        -ms-flex-direction:row;
            flex-direction:row; }
    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
      line-height:40px;
      margin:0 10px 0 0; }
    .bp3-form-group.bp3-inline label.bp3-label{
      line-height:30px;
      margin:0 10px 0 0; }
  .bp3-form-group.bp3-disabled .bp3-label,
  .bp3-form-group.bp3-disabled .bp3-text-muted,
  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
    color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
    color:#48aff0; }
  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
    color:#3dcc91; }
  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
    color:#ffb366; }
  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
    color:#ff7373; }
  .bp3-dark .bp3-form-group .bp3-form-helper-text{
    color:#a7b6c2; }
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
    color:rgba(167, 182, 194, 0.6) !important; }
.bp3-input-group{
  display:block;
  position:relative; }
  .bp3-input-group .bp3-input{
    position:relative;
    width:100%; }
    .bp3-input-group .bp3-input:not(:first-child){
      padding-left:30px; }
    .bp3-input-group .bp3-input:not(:last-child){
      padding-right:30px; }
  .bp3-input-group .bp3-input-action,
  .bp3-input-group > .bp3-input-left-container,
  .bp3-input-group > .bp3-button,
  .bp3-input-group > .bp3-icon{
    position:absolute;
    top:0; }
    .bp3-input-group .bp3-input-action:first-child,
    .bp3-input-group > .bp3-input-left-container:first-child,
    .bp3-input-group > .bp3-button:first-child,
    .bp3-input-group > .bp3-icon:first-child{
      left:0; }
    .bp3-input-group .bp3-input-action:last-child,
    .bp3-input-group > .bp3-input-left-container:last-child,
    .bp3-input-group > .bp3-button:last-child,
    .bp3-input-group > .bp3-icon:last-child{
      right:0; }
  .bp3-input-group .bp3-button{
    min-height:24px;
    min-width:24px;
    margin:3px;
    padding:0 7px; }
    .bp3-input-group .bp3-button:empty{
      padding:0; }
  .bp3-input-group > .bp3-input-left-container,
  .bp3-input-group > .bp3-icon{
    z-index:1; }
  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group > .bp3-icon{
    color:#5c7080; }
    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
    .bp3-input-group > .bp3-icon:empty{
      font-family:"Icons16", sans-serif;
      font-size:16px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased; }
  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group > .bp3-icon,
  .bp3-input-group .bp3-input-action > .bp3-spinner{
    margin:7px; }
  .bp3-input-group .bp3-tag{
    margin:5px; }
  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
    color:#5c7080; }
    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
      color:#a7b6c2; }
    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
      color:#5c7080; }
  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
    color:rgba(92, 112, 128, 0.6) !important; }
    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
      color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-input-group.bp3-disabled{
    cursor:not-allowed; }
    .bp3-input-group.bp3-disabled .bp3-icon{
      color:rgba(92, 112, 128, 0.6); }
  .bp3-input-group.bp3-large .bp3-button{
    min-height:30px;
    min-width:30px;
    margin:5px; }
  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group.bp3-large > .bp3-icon,
  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
    margin:12px; }
  .bp3-input-group.bp3-large .bp3-input{
    font-size:16px;
    height:40px;
    line-height:40px; }
    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
      padding:0 15px; }
    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
      padding-left:40px; }
    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
      padding-right:40px; }
  .bp3-input-group.bp3-small .bp3-button{
    min-height:20px;
    min-width:20px;
    margin:2px; }
  .bp3-input-group.bp3-small .bp3-tag{
    min-height:20px;
    min-width:20px;
    margin:2px; }
  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
  .bp3-input-group.bp3-small > .bp3-icon,
  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
    margin:4px; }
  .bp3-input-group.bp3-small .bp3-input{
    font-size:12px;
    height:24px;
    line-height:24px;
    padding-left:8px;
    padding-right:8px; }
    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
      padding:0 12px; }
    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
      padding-left:24px; }
    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
      padding-right:24px; }
  .bp3-input-group.bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    width:100%; }
  .bp3-input-group.bp3-round .bp3-button,
  .bp3-input-group.bp3-round .bp3-input,
  .bp3-input-group.bp3-round .bp3-tag{
    border-radius:30px; }
  .bp3-dark .bp3-input-group .bp3-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-input-group.bp3-intent-primary .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
              box-shadow:inset 0 0 0 1px #137cbd; }
    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-primary > .bp3-icon{
    color:#106ba3; }
    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
      color:#48aff0; }
  .bp3-input-group.bp3-intent-success .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-success .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
              box-shadow:inset 0 0 0 1px #0f9960; }
    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-success > .bp3-icon{
    color:#0d8050; }
    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
      color:#3dcc91; }
  .bp3-input-group.bp3-intent-warning .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
              box-shadow:inset 0 0 0 1px #d9822b; }
    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-warning > .bp3-icon{
    color:#bf7326; }
    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
      color:#ffb366; }
  .bp3-input-group.bp3-intent-danger .bp3-input{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #db3737;
              box-shadow:inset 0 0 0 1px #db3737; }
    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-input-group.bp3-intent-danger > .bp3-icon{
    color:#c23030; }
    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
      color:#ff7373; }
.bp3-input{
  -webkit-appearance:none;
     -moz-appearance:none;
          appearance:none;
  background:#ffffff;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
  color:#182026;
  font-size:14px;
  font-weight:400;
  height:30px;
  line-height:30px;
  outline:none;
  padding:0 10px;
  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
  vertical-align:middle; }
  .bp3-input::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input:focus, .bp3-input.bp3-active{
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-input[type="search"], .bp3-input.bp3-round{
    border-radius:30px;
    -webkit-box-sizing:border-box;
            box-sizing:border-box;
    padding-left:10px; }
  .bp3-input[readonly]{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
  .bp3-input:disabled, .bp3-input.bp3-disabled{
    background:rgba(206, 217, 224, 0.5);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    resize:none; }
  .bp3-input.bp3-large{
    font-size:16px;
    height:40px;
    line-height:40px; }
    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
      padding:0 15px; }
  .bp3-input.bp3-small{
    font-size:12px;
    height:24px;
    line-height:24px;
    padding-left:8px;
    padding-right:8px; }
    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
      padding:0 12px; }
  .bp3-input.bp3-fill{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    width:100%; }
  .bp3-dark .bp3-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
  .bp3-input.bp3-intent-primary{
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-primary:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-primary[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
              box-shadow:inset 0 0 0 1px #137cbd; }
    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-primary:focus{
        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
                box-shadow:inset 0 0 0 1px #137cbd; }
      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-success{
    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-success:focus{
      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-success[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
              box-shadow:inset 0 0 0 1px #0f9960; }
    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-success{
      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-success:focus{
        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
                box-shadow:inset 0 0 0 1px #0f9960; }
      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-warning{
    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-warning:focus{
      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-warning[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
              box-shadow:inset 0 0 0 1px #d9822b; }
    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-warning:focus{
        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
                box-shadow:inset 0 0 0 1px #d9822b; }
      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input.bp3-intent-danger{
    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-danger:focus{
      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-input.bp3-intent-danger[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px #db3737;
              box-shadow:inset 0 0 0 1px #db3737; }
    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-input.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-danger:focus{
        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
        -webkit-box-shadow:inset 0 0 0 1px #db3737;
                box-shadow:inset 0 0 0 1px #db3737; }
      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
        -webkit-box-shadow:none;
                box-shadow:none; }
  .bp3-input::-ms-clear{
    display:none; }
textarea.bp3-input{
  max-width:100%;
  padding:10px; }
  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
    height:auto;
    line-height:inherit; }
  textarea.bp3-input.bp3-small{
    padding:8px; }
  .bp3-dark textarea.bp3-input{
    background:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input::placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark textarea.bp3-input:focus{
      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark textarea.bp3-input[readonly]{
      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
      background:rgba(57, 75, 89, 0.5);
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
label.bp3-label{
  display:block;
  margin-bottom:15px;
  margin-top:0; }
  label.bp3-label .bp3-html-select,
  label.bp3-label .bp3-input,
  label.bp3-label .bp3-select,
  label.bp3-label .bp3-slider,
  label.bp3-label .bp3-popover-wrapper{
    display:block;
    margin-top:5px;
    text-transform:none; }
  label.bp3-label .bp3-button-group{
    margin-top:5px; }
  label.bp3-label .bp3-select select,
  label.bp3-label .bp3-html-select select{
    font-weight:400;
    vertical-align:top;
    width:100%; }
  label.bp3-label.bp3-disabled,
  label.bp3-label.bp3-disabled .bp3-text-muted{
    color:rgba(92, 112, 128, 0.6); }
  label.bp3-label.bp3-inline{
    line-height:30px; }
    label.bp3-label.bp3-inline .bp3-html-select,
    label.bp3-label.bp3-inline .bp3-input,
    label.bp3-label.bp3-inline .bp3-input-group,
    label.bp3-label.bp3-inline .bp3-select,
    label.bp3-label.bp3-inline .bp3-popover-wrapper{
      display:inline-block;
      margin:0 0 0 5px;
      vertical-align:top; }
    label.bp3-label.bp3-inline .bp3-button-group{
      margin:0 0 0 5px; }
    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
      margin-left:0; }
    label.bp3-label.bp3-inline.bp3-large{
      line-height:40px; }
  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
    display:block; }
  .bp3-dark label.bp3-label{
    color:#f5f8fa; }
    .bp3-dark label.bp3-label.bp3-disabled,
    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
      color:rgba(167, 182, 194, 0.6); }
.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
  -webkit-box-flex:1;
      -ms-flex:1 1 14px;
          flex:1 1 14px;
  min-height:0;
  padding:0;
  width:30px; }
  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
    border-radius:0 3px 0 0; }
  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
    border-radius:0 0 3px 0; }

.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
  border-radius:3px 0 0 0; }

.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
  border-radius:0 0 0 3px; }

.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
  width:40px; }

form{
  display:block; }
.bp3-html-select select,
.bp3-select select{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  border:none;
  border-radius:3px;
  cursor:pointer;
  font-size:14px;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  padding:5px 10px;
  text-align:left;
  vertical-align:middle;
  background-color:#f5f8fa;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
  color:#182026;
  -moz-appearance:none;
  -webkit-appearance:none;
  border-radius:3px;
  height:30px;
  padding:0 25px 0 10px;
  width:100%; }
  .bp3-html-select select > *, .bp3-select select > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-html-select select::before,
  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
    margin-right:7px; }
  .bp3-html-select select:empty::before,
  .bp3-select select:empty::before,
  .bp3-html-select select > :last-child,
  .bp3-select select > :last-child{
    margin-right:0; }
  .bp3-html-select select:hover,
  .bp3-select select:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-html-select select:active,
  .bp3-select select:active, .bp3-html-select select.bp3-active,
  .bp3-select select.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-html-select select:disabled,
  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
  .bp3-select select.bp3-disabled{
    background-color:rgba(206, 217, 224, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    outline:none; }
    .bp3-html-select select:disabled.bp3-active,
    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
    .bp3-select select.bp3-disabled.bp3-active:hover{
      background:rgba(206, 217, 224, 0.7); }

.bp3-html-select.bp3-minimal select,
.bp3-select.bp3-minimal select{
  background:none;
  -webkit-box-shadow:none;
          box-shadow:none; }
  .bp3-html-select.bp3-minimal select:hover,
  .bp3-select.bp3-minimal select:hover{
    background:rgba(167, 182, 194, 0.3);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:#182026;
    text-decoration:none; }
  .bp3-html-select.bp3-minimal select:active,
  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
  .bp3-select.bp3-minimal select.bp3-active{
    background:rgba(115, 134, 148, 0.3);
    -webkit-box-shadow:none;
            box-shadow:none;
    color:#182026; }
  .bp3-html-select.bp3-minimal select:disabled,
  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
  .bp3-select.bp3-minimal select.bp3-disabled:hover{
    background:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
      background:rgba(115, 134, 148, 0.3); }
  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
    background:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:inherit; }
    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none; }
    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
      background:rgba(138, 155, 168, 0.15); }
    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
      background:rgba(138, 155, 168, 0.3);
      color:#f5f8fa; }
    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
      background:none;
      color:rgba(167, 182, 194, 0.6);
      cursor:not-allowed; }
      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
        background:rgba(138, 155, 168, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
  .bp3-select.bp3-minimal select.bp3-intent-primary{
    color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
      background:rgba(19, 124, 189, 0.15);
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
      background:rgba(19, 124, 189, 0.3);
      color:#106ba3; }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
      background:none;
      color:rgba(16, 107, 163, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
        background:rgba(19, 124, 189, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
      stroke:#106ba3; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
      color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
        background:rgba(19, 124, 189, 0.2);
        color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
        background:rgba(19, 124, 189, 0.3);
        color:#48aff0; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
        background:none;
        color:rgba(72, 175, 240, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
          background:rgba(19, 124, 189, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-success,
  .bp3-select.bp3-minimal select.bp3-intent-success{
    color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
      background:rgba(15, 153, 96, 0.15);
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
      background:rgba(15, 153, 96, 0.3);
      color:#0d8050; }
    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
      background:none;
      color:rgba(13, 128, 80, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
        background:rgba(15, 153, 96, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
      stroke:#0d8050; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
      color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
        background:rgba(15, 153, 96, 0.2);
        color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
        background:rgba(15, 153, 96, 0.3);
        color:#3dcc91; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
        background:none;
        color:rgba(61, 204, 145, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
          background:rgba(15, 153, 96, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
  .bp3-select.bp3-minimal select.bp3-intent-warning{
    color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
      background:rgba(217, 130, 43, 0.15);
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
      background:rgba(217, 130, 43, 0.3);
      color:#bf7326; }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
      background:none;
      color:rgba(191, 115, 38, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
        background:rgba(217, 130, 43, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
      stroke:#bf7326; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
      color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
        background:rgba(217, 130, 43, 0.2);
        color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
        background:rgba(217, 130, 43, 0.3);
        color:#ffb366; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
        background:none;
        color:rgba(255, 179, 102, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
          background:rgba(217, 130, 43, 0.3); }
  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
  .bp3-select.bp3-minimal select.bp3-intent-danger{
    color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
      background:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
      background:rgba(219, 55, 55, 0.15);
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
      background:rgba(219, 55, 55, 0.3);
      color:#c23030; }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
      background:none;
      color:rgba(194, 48, 48, 0.5); }
      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
        background:rgba(219, 55, 55, 0.3); }
    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
      stroke:#c23030; }
    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
      color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
        background:rgba(219, 55, 55, 0.2);
        color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
        background:rgba(219, 55, 55, 0.3);
        color:#ff7373; }
      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
        background:none;
        color:rgba(255, 115, 115, 0.5); }
        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
          background:rgba(219, 55, 55, 0.3); }

.bp3-html-select.bp3-large select,
.bp3-select.bp3-large select{
  font-size:16px;
  height:40px;
  padding-right:35px; }

.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
  background-color:#394b59;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
  color:#f5f8fa; }
  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
    color:#f5f8fa; }
  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
    background-color:#202b33;
    background-image:none;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
    background-color:rgba(57, 75, 89, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
      background:rgba(57, 75, 89, 0.7); }
  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
    background:rgba(16, 22, 26, 0.5);
    stroke:#8a9ba8; }

.bp3-html-select select:disabled,
.bp3-select select:disabled{
  background-color:rgba(206, 217, 224, 0.5);
  -webkit-box-shadow:none;
          box-shadow:none;
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-html-select .bp3-icon,
.bp3-select .bp3-icon, .bp3-select::after{
  color:#5c7080;
  pointer-events:none;
  position:absolute;
  right:7px;
  top:7px; }
  .bp3-html-select .bp3-disabled.bp3-icon,
  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
    color:rgba(92, 112, 128, 0.6); }
.bp3-html-select,
.bp3-select{
  display:inline-block;
  letter-spacing:normal;
  position:relative;
  vertical-align:middle; }
  .bp3-html-select select::-ms-expand,
  .bp3-select select::-ms-expand{
    display:none; }
  .bp3-html-select .bp3-icon,
  .bp3-select .bp3-icon{
    color:#5c7080; }
    .bp3-html-select .bp3-icon:hover,
    .bp3-select .bp3-icon:hover{
      color:#182026; }
    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
    .bp3-select .bp3-icon{
      color:#a7b6c2; }
      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
      .bp3-select .bp3-icon:hover{
        color:#f5f8fa; }
  .bp3-html-select.bp3-large::after,
  .bp3-html-select.bp3-large .bp3-icon,
  .bp3-select.bp3-large::after,
  .bp3-select.bp3-large .bp3-icon{
    right:12px;
    top:12px; }
  .bp3-html-select.bp3-fill,
  .bp3-html-select.bp3-fill select,
  .bp3-select.bp3-fill,
  .bp3-select.bp3-fill select{
    width:100%; }
  .bp3-dark .bp3-html-select option, .bp3-dark
  .bp3-select option{
    background-color:#30404d;
    color:#f5f8fa; }
  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
  .bp3-select option:disabled{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-html-select::after, .bp3-dark
  .bp3-select::after{
    color:#a7b6c2; }

.bp3-select::after{
  font-family:"Icons16", sans-serif;
  font-size:16px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  content:""; }
.bp3-running-text table, table.bp3-html-table{
  border-spacing:0;
  font-size:14px; }
  .bp3-running-text table th, table.bp3-html-table th,
  .bp3-running-text table td,
  table.bp3-html-table td{
    padding:11px;
    text-align:left;
    vertical-align:top; }
  .bp3-running-text table th, table.bp3-html-table th{
    color:#182026;
    font-weight:600; }
  
  .bp3-running-text table td,
  table.bp3-html-table td{
    color:#182026; }
  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
  .bp3-running-text table tbody tr:first-child td,
  table.bp3-html-table tbody tr:first-child td,
  .bp3-running-text table tfoot tr:first-child th,
  table.bp3-html-table tfoot tr:first-child th,
  .bp3-running-text table tfoot tr:first-child td,
  table.bp3-html-table tfoot tr:first-child td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
    color:#f5f8fa; }
  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
    color:#f5f8fa; }
  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
  .bp3-dark .bp3-running-text table tbody tr:first-child td,
  .bp3-running-text .bp3-dark table tbody tr:first-child td,
  .bp3-dark table.bp3-html-table tbody tr:first-child td,
  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }

table.bp3-html-table.bp3-html-table-condensed th,
table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
table.bp3-html-table.bp3-small td{
  padding-bottom:6px;
  padding-top:6px; }

table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
  background:rgba(191, 204, 214, 0.15); }

table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-html-table-bordered tbody tr td,
table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
  -webkit-box-shadow:none;
          box-shadow:none; }
  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }

table.bp3-html-table.bp3-interactive tbody tr:hover td{
  background-color:rgba(191, 204, 214, 0.3);
  cursor:pointer; }

table.bp3-html-table.bp3-interactive tbody tr:active td{
  background-color:rgba(191, 204, 214, 0.4); }

.bp3-dark table.bp3-html-table{ }
  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
    background:rgba(92, 112, 128, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
    background-color:rgba(92, 112, 128, 0.3);
    cursor:pointer; }
  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
    background-color:rgba(92, 112, 128, 0.4); }

.bp3-key-combo{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center; }
  .bp3-key-combo > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-key-combo > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-key-combo::before,
  .bp3-key-combo > *{
    margin-right:5px; }
  .bp3-key-combo:empty::before,
  .bp3-key-combo > :last-child{
    margin-right:0; }

.bp3-hotkey-dialog{
  padding-bottom:0;
  top:40px; }
  .bp3-hotkey-dialog .bp3-dialog-body{
    margin:0;
    padding:0; }
  .bp3-hotkey-dialog .bp3-hotkey-label{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1; }

.bp3-hotkey-column{
  margin:auto;
  max-height:80vh;
  overflow-y:auto;
  padding:30px; }
  .bp3-hotkey-column .bp3-heading{
    margin-bottom:20px; }
    .bp3-hotkey-column .bp3-heading:not(:first-child){
      margin-top:40px; }

.bp3-hotkey{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:justify;
      -ms-flex-pack:justify;
          justify-content:space-between;
  margin-left:0;
  margin-right:0; }
  .bp3-hotkey:not(:last-child){
    margin-bottom:10px; }
.bp3-icon{
  display:inline-block;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  vertical-align:text-bottom; }
  .bp3-icon:not(:empty)::before{
    content:"" !important;
    content:unset !important; }
  .bp3-icon > svg{
    display:block; }
    .bp3-icon > svg:not([fill]){
      fill:currentColor; }

.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
  color:#106ba3; }
  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
    color:#48aff0; }

.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
  color:#0d8050; }
  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
    color:#3dcc91; }

.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
  color:#bf7326; }
  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
    color:#ffb366; }

.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
  color:#c23030; }
  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
    color:#ff7373; }

span.bp3-icon-standard{
  font-family:"Icons16", sans-serif;
  font-size:16px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  display:inline-block; }

span.bp3-icon-large{
  font-family:"Icons20", sans-serif;
  font-size:20px;
  font-style:normal;
  font-weight:400;
  line-height:1;
  -moz-osx-font-smoothing:grayscale;
  -webkit-font-smoothing:antialiased;
  display:inline-block; }

span.bp3-icon:empty{
  font-family:"Icons20";
  font-size:inherit;
  font-style:normal;
  font-weight:400;
  line-height:1; }
  span.bp3-icon:empty::before{
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased; }

.bp3-icon-add::before{
  content:""; }

.bp3-icon-add-column-left::before{
  content:""; }

.bp3-icon-add-column-right::before{
  content:""; }

.bp3-icon-add-row-bottom::before{
  content:""; }

.bp3-icon-add-row-top::before{
  content:""; }

.bp3-icon-add-to-artifact::before{
  content:""; }

.bp3-icon-add-to-folder::before{
  content:""; }

.bp3-icon-airplane::before{
  content:""; }

.bp3-icon-align-center::before{
  content:""; }

.bp3-icon-align-justify::before{
  content:""; }

.bp3-icon-align-left::before{
  content:""; }

.bp3-icon-align-right::before{
  content:""; }

.bp3-icon-alignment-bottom::before{
  content:""; }

.bp3-icon-alignment-horizontal-center::before{
  content:""; }

.bp3-icon-alignment-left::before{
  content:""; }

.bp3-icon-alignment-right::before{
  content:""; }

.bp3-icon-alignment-top::before{
  content:""; }

.bp3-icon-alignment-vertical-center::before{
  content:""; }

.bp3-icon-annotation::before{
  content:""; }

.bp3-icon-application::before{
  content:""; }

.bp3-icon-applications::before{
  content:""; }

.bp3-icon-archive::before{
  content:""; }

.bp3-icon-arrow-bottom-left::before{
  content:"↙"; }

.bp3-icon-arrow-bottom-right::before{
  content:"↘"; }

.bp3-icon-arrow-down::before{
  content:"↓"; }

.bp3-icon-arrow-left::before{
  content:"←"; }

.bp3-icon-arrow-right::before{
  content:"→"; }

.bp3-icon-arrow-top-left::before{
  content:"↖"; }

.bp3-icon-arrow-top-right::before{
  content:"↗"; }

.bp3-icon-arrow-up::before{
  content:"↑"; }

.bp3-icon-arrows-horizontal::before{
  content:"↔"; }

.bp3-icon-arrows-vertical::before{
  content:"↕"; }

.bp3-icon-asterisk::before{
  content:"*"; }

.bp3-icon-automatic-updates::before{
  content:""; }

.bp3-icon-badge::before{
  content:""; }

.bp3-icon-ban-circle::before{
  content:""; }

.bp3-icon-bank-account::before{
  content:""; }

.bp3-icon-barcode::before{
  content:""; }

.bp3-icon-blank::before{
  content:""; }

.bp3-icon-blocked-person::before{
  content:""; }

.bp3-icon-bold::before{
  content:""; }

.bp3-icon-book::before{
  content:""; }

.bp3-icon-bookmark::before{
  content:""; }

.bp3-icon-box::before{
  content:""; }

.bp3-icon-briefcase::before{
  content:""; }

.bp3-icon-bring-data::before{
  content:""; }

.bp3-icon-build::before{
  content:""; }

.bp3-icon-calculator::before{
  content:""; }

.bp3-icon-calendar::before{
  content:""; }

.bp3-icon-camera::before{
  content:""; }

.bp3-icon-caret-down::before{
  content:"⌄"; }

.bp3-icon-caret-left::before{
  content:"〈"; }

.bp3-icon-caret-right::before{
  content:"〉"; }

.bp3-icon-caret-up::before{
  content:"⌃"; }

.bp3-icon-cell-tower::before{
  content:""; }

.bp3-icon-changes::before{
  content:""; }

.bp3-icon-chart::before{
  content:""; }

.bp3-icon-chat::before{
  content:""; }

.bp3-icon-chevron-backward::before{
  content:""; }

.bp3-icon-chevron-down::before{
  content:""; }

.bp3-icon-chevron-forward::before{
  content:""; }

.bp3-icon-chevron-left::before{
  content:""; }

.bp3-icon-chevron-right::before{
  content:""; }

.bp3-icon-chevron-up::before{
  content:""; }

.bp3-icon-circle::before{
  content:""; }

.bp3-icon-circle-arrow-down::before{
  content:""; }

.bp3-icon-circle-arrow-left::before{
  content:""; }

.bp3-icon-circle-arrow-right::before{
  content:""; }

.bp3-icon-circle-arrow-up::before{
  content:""; }

.bp3-icon-citation::before{
  content:""; }

.bp3-icon-clean::before{
  content:""; }

.bp3-icon-clipboard::before{
  content:""; }

.bp3-icon-cloud::before{
  content:"☁"; }

.bp3-icon-cloud-download::before{
  content:""; }

.bp3-icon-cloud-upload::before{
  content:""; }

.bp3-icon-code::before{
  content:""; }

.bp3-icon-code-block::before{
  content:""; }

.bp3-icon-cog::before{
  content:""; }

.bp3-icon-collapse-all::before{
  content:""; }

.bp3-icon-column-layout::before{
  content:""; }

.bp3-icon-comment::before{
  content:""; }

.bp3-icon-comparison::before{
  content:""; }

.bp3-icon-compass::before{
  content:""; }

.bp3-icon-compressed::before{
  content:""; }

.bp3-icon-confirm::before{
  content:""; }

.bp3-icon-console::before{
  content:""; }

.bp3-icon-contrast::before{
  content:""; }

.bp3-icon-control::before{
  content:""; }

.bp3-icon-credit-card::before{
  content:""; }

.bp3-icon-cross::before{
  content:"✗"; }

.bp3-icon-crown::before{
  content:""; }

.bp3-icon-cube::before{
  content:""; }

.bp3-icon-cube-add::before{
  content:""; }

.bp3-icon-cube-remove::before{
  content:""; }

.bp3-icon-curved-range-chart::before{
  content:""; }

.bp3-icon-cut::before{
  content:""; }

.bp3-icon-dashboard::before{
  content:""; }

.bp3-icon-data-lineage::before{
  content:""; }

.bp3-icon-database::before{
  content:""; }

.bp3-icon-delete::before{
  content:""; }

.bp3-icon-delta::before{
  content:"Δ"; }

.bp3-icon-derive-column::before{
  content:""; }

.bp3-icon-desktop::before{
  content:""; }

.bp3-icon-diagnosis::before{
  content:""; }

.bp3-icon-diagram-tree::before{
  content:""; }

.bp3-icon-direction-left::before{
  content:""; }

.bp3-icon-direction-right::before{
  content:""; }

.bp3-icon-disable::before{
  content:""; }

.bp3-icon-document::before{
  content:""; }

.bp3-icon-document-open::before{
  content:""; }

.bp3-icon-document-share::before{
  content:""; }

.bp3-icon-dollar::before{
  content:"$"; }

.bp3-icon-dot::before{
  content:"•"; }

.bp3-icon-double-caret-horizontal::before{
  content:""; }

.bp3-icon-double-caret-vertical::before{
  content:""; }

.bp3-icon-double-chevron-down::before{
  content:""; }

.bp3-icon-double-chevron-left::before{
  content:""; }

.bp3-icon-double-chevron-right::before{
  content:""; }

.bp3-icon-double-chevron-up::before{
  content:""; }

.bp3-icon-doughnut-chart::before{
  content:""; }

.bp3-icon-download::before{
  content:""; }

.bp3-icon-drag-handle-horizontal::before{
  content:""; }

.bp3-icon-drag-handle-vertical::before{
  content:""; }

.bp3-icon-draw::before{
  content:""; }

.bp3-icon-drive-time::before{
  content:""; }

.bp3-icon-duplicate::before{
  content:""; }

.bp3-icon-edit::before{
  content:"✎"; }

.bp3-icon-eject::before{
  content:"⏏"; }

.bp3-icon-endorsed::before{
  content:""; }

.bp3-icon-envelope::before{
  content:"✉"; }

.bp3-icon-equals::before{
  content:""; }

.bp3-icon-eraser::before{
  content:""; }

.bp3-icon-error::before{
  content:""; }

.bp3-icon-euro::before{
  content:"€"; }

.bp3-icon-exchange::before{
  content:""; }

.bp3-icon-exclude-row::before{
  content:""; }

.bp3-icon-expand-all::before{
  content:""; }

.bp3-icon-export::before{
  content:""; }

.bp3-icon-eye-off::before{
  content:""; }

.bp3-icon-eye-on::before{
  content:""; }

.bp3-icon-eye-open::before{
  content:""; }

.bp3-icon-fast-backward::before{
  content:""; }

.bp3-icon-fast-forward::before{
  content:""; }

.bp3-icon-feed::before{
  content:""; }

.bp3-icon-feed-subscribed::before{
  content:""; }

.bp3-icon-film::before{
  content:""; }

.bp3-icon-filter::before{
  content:""; }

.bp3-icon-filter-keep::before{
  content:""; }

.bp3-icon-filter-list::before{
  content:""; }

.bp3-icon-filter-open::before{
  content:""; }

.bp3-icon-filter-remove::before{
  content:""; }

.bp3-icon-flag::before{
  content:"⚑"; }

.bp3-icon-flame::before{
  content:""; }

.bp3-icon-flash::before{
  content:""; }

.bp3-icon-floppy-disk::before{
  content:""; }

.bp3-icon-flow-branch::before{
  content:""; }

.bp3-icon-flow-end::before{
  content:""; }

.bp3-icon-flow-linear::before{
  content:""; }

.bp3-icon-flow-review::before{
  content:""; }

.bp3-icon-flow-review-branch::before{
  content:""; }

.bp3-icon-flows::before{
  content:""; }

.bp3-icon-folder-close::before{
  content:""; }

.bp3-icon-folder-new::before{
  content:""; }

.bp3-icon-folder-open::before{
  content:""; }

.bp3-icon-folder-shared::before{
  content:""; }

.bp3-icon-folder-shared-open::before{
  content:""; }

.bp3-icon-follower::before{
  content:""; }

.bp3-icon-following::before{
  content:""; }

.bp3-icon-font::before{
  content:""; }

.bp3-icon-fork::before{
  content:""; }

.bp3-icon-form::before{
  content:""; }

.bp3-icon-full-circle::before{
  content:""; }

.bp3-icon-full-stacked-chart::before{
  content:""; }

.bp3-icon-fullscreen::before{
  content:""; }

.bp3-icon-function::before{
  content:""; }

.bp3-icon-gantt-chart::before{
  content:""; }

.bp3-icon-geolocation::before{
  content:""; }

.bp3-icon-geosearch::before{
  content:""; }

.bp3-icon-git-branch::before{
  content:""; }

.bp3-icon-git-commit::before{
  content:""; }

.bp3-icon-git-merge::before{
  content:""; }

.bp3-icon-git-new-branch::before{
  content:""; }

.bp3-icon-git-pull::before{
  content:""; }

.bp3-icon-git-push::before{
  content:""; }

.bp3-icon-git-repo::before{
  content:""; }

.bp3-icon-glass::before{
  content:""; }

.bp3-icon-globe::before{
  content:""; }

.bp3-icon-globe-network::before{
  content:""; }

.bp3-icon-graph::before{
  content:""; }

.bp3-icon-graph-remove::before{
  content:""; }

.bp3-icon-greater-than::before{
  content:""; }

.bp3-icon-greater-than-or-equal-to::before{
  content:""; }

.bp3-icon-grid::before{
  content:""; }

.bp3-icon-grid-view::before{
  content:""; }

.bp3-icon-group-objects::before{
  content:""; }

.bp3-icon-grouped-bar-chart::before{
  content:""; }

.bp3-icon-hand::before{
  content:""; }

.bp3-icon-hand-down::before{
  content:""; }

.bp3-icon-hand-left::before{
  content:""; }

.bp3-icon-hand-right::before{
  content:""; }

.bp3-icon-hand-up::before{
  content:""; }

.bp3-icon-header::before{
  content:""; }

.bp3-icon-header-one::before{
  content:""; }

.bp3-icon-header-two::before{
  content:""; }

.bp3-icon-headset::before{
  content:""; }

.bp3-icon-heart::before{
  content:"♥"; }

.bp3-icon-heart-broken::before{
  content:""; }

.bp3-icon-heat-grid::before{
  content:""; }

.bp3-icon-heatmap::before{
  content:""; }

.bp3-icon-help::before{
  content:"?"; }

.bp3-icon-helper-management::before{
  content:""; }

.bp3-icon-highlight::before{
  content:""; }

.bp3-icon-history::before{
  content:""; }

.bp3-icon-home::before{
  content:"⌂"; }

.bp3-icon-horizontal-bar-chart::before{
  content:""; }

.bp3-icon-horizontal-bar-chart-asc::before{
  content:""; }

.bp3-icon-horizontal-bar-chart-desc::before{
  content:""; }

.bp3-icon-horizontal-distribution::before{
  content:""; }

.bp3-icon-id-number::before{
  content:""; }

.bp3-icon-image-rotate-left::before{
  content:""; }

.bp3-icon-image-rotate-right::before{
  content:""; }

.bp3-icon-import::before{
  content:""; }

.bp3-icon-inbox::before{
  content:""; }

.bp3-icon-inbox-filtered::before{
  content:""; }

.bp3-icon-inbox-geo::before{
  content:""; }

.bp3-icon-inbox-search::before{
  content:""; }

.bp3-icon-inbox-update::before{
  content:""; }

.bp3-icon-info-sign::before{
  content:"ℹ"; }

.bp3-icon-inheritance::before{
  content:""; }

.bp3-icon-inner-join::before{
  content:""; }

.bp3-icon-insert::before{
  content:""; }

.bp3-icon-intersection::before{
  content:""; }

.bp3-icon-ip-address::before{
  content:""; }

.bp3-icon-issue::before{
  content:""; }

.bp3-icon-issue-closed::before{
  content:""; }

.bp3-icon-issue-new::before{
  content:""; }

.bp3-icon-italic::before{
  content:""; }

.bp3-icon-join-table::before{
  content:""; }

.bp3-icon-key::before{
  content:""; }

.bp3-icon-key-backspace::before{
  content:""; }

.bp3-icon-key-command::before{
  content:""; }

.bp3-icon-key-control::before{
  content:""; }

.bp3-icon-key-delete::before{
  content:""; }

.bp3-icon-key-enter::before{
  content:""; }

.bp3-icon-key-escape::before{
  content:""; }

.bp3-icon-key-option::before{
  content:""; }

.bp3-icon-key-shift::before{
  content:""; }

.bp3-icon-key-tab::before{
  content:""; }

.bp3-icon-known-vehicle::before{
  content:""; }

.bp3-icon-lab-test::before{
  content:""; }

.bp3-icon-label::before{
  content:""; }

.bp3-icon-layer::before{
  content:""; }

.bp3-icon-layers::before{
  content:""; }

.bp3-icon-layout::before{
  content:""; }

.bp3-icon-layout-auto::before{
  content:""; }

.bp3-icon-layout-balloon::before{
  content:""; }

.bp3-icon-layout-circle::before{
  content:""; }

.bp3-icon-layout-grid::before{
  content:""; }

.bp3-icon-layout-group-by::before{
  content:""; }

.bp3-icon-layout-hierarchy::before{
  content:""; }

.bp3-icon-layout-linear::before{
  content:""; }

.bp3-icon-layout-skew-grid::before{
  content:""; }

.bp3-icon-layout-sorted-clusters::before{
  content:""; }

.bp3-icon-learning::before{
  content:""; }

.bp3-icon-left-join::before{
  content:""; }

.bp3-icon-less-than::before{
  content:""; }

.bp3-icon-less-than-or-equal-to::before{
  content:""; }

.bp3-icon-lifesaver::before{
  content:""; }

.bp3-icon-lightbulb::before{
  content:""; }

.bp3-icon-link::before{
  content:""; }

.bp3-icon-list::before{
  content:"☰"; }

.bp3-icon-list-columns::before{
  content:""; }

.bp3-icon-list-detail-view::before{
  content:""; }

.bp3-icon-locate::before{
  content:""; }

.bp3-icon-lock::before{
  content:""; }

.bp3-icon-log-in::before{
  content:""; }

.bp3-icon-log-out::before{
  content:""; }

.bp3-icon-manual::before{
  content:""; }

.bp3-icon-manually-entered-data::before{
  content:""; }

.bp3-icon-map::before{
  content:""; }

.bp3-icon-map-create::before{
  content:""; }

.bp3-icon-map-marker::before{
  content:""; }

.bp3-icon-maximize::before{
  content:""; }

.bp3-icon-media::before{
  content:""; }

.bp3-icon-menu::before{
  content:""; }

.bp3-icon-menu-closed::before{
  content:""; }

.bp3-icon-menu-open::before{
  content:""; }

.bp3-icon-merge-columns::before{
  content:""; }

.bp3-icon-merge-links::before{
  content:""; }

.bp3-icon-minimize::before{
  content:""; }

.bp3-icon-minus::before{
  content:"−"; }

.bp3-icon-mobile-phone::before{
  content:""; }

.bp3-icon-mobile-video::before{
  content:""; }

.bp3-icon-moon::before{
  content:""; }

.bp3-icon-more::before{
  content:""; }

.bp3-icon-mountain::before{
  content:""; }

.bp3-icon-move::before{
  content:""; }

.bp3-icon-mugshot::before{
  content:""; }

.bp3-icon-multi-select::before{
  content:""; }

.bp3-icon-music::before{
  content:""; }

.bp3-icon-new-drawing::before{
  content:""; }

.bp3-icon-new-grid-item::before{
  content:""; }

.bp3-icon-new-layer::before{
  content:""; }

.bp3-icon-new-layers::before{
  content:""; }

.bp3-icon-new-link::before{
  content:""; }

.bp3-icon-new-object::before{
  content:""; }

.bp3-icon-new-person::before{
  content:""; }

.bp3-icon-new-prescription::before{
  content:""; }

.bp3-icon-new-text-box::before{
  content:""; }

.bp3-icon-ninja::before{
  content:""; }

.bp3-icon-not-equal-to::before{
  content:""; }

.bp3-icon-notifications::before{
  content:""; }

.bp3-icon-notifications-updated::before{
  content:""; }

.bp3-icon-numbered-list::before{
  content:""; }

.bp3-icon-numerical::before{
  content:""; }

.bp3-icon-office::before{
  content:""; }

.bp3-icon-offline::before{
  content:""; }

.bp3-icon-oil-field::before{
  content:""; }

.bp3-icon-one-column::before{
  content:""; }

.bp3-icon-outdated::before{
  content:""; }

.bp3-icon-page-layout::before{
  content:""; }

.bp3-icon-panel-stats::before{
  content:""; }

.bp3-icon-panel-table::before{
  content:""; }

.bp3-icon-paperclip::before{
  content:""; }

.bp3-icon-paragraph::before{
  content:""; }

.bp3-icon-path::before{
  content:""; }

.bp3-icon-path-search::before{
  content:""; }

.bp3-icon-pause::before{
  content:""; }

.bp3-icon-people::before{
  content:""; }

.bp3-icon-percentage::before{
  content:""; }

.bp3-icon-person::before{
  content:""; }

.bp3-icon-phone::before{
  content:"☎"; }

.bp3-icon-pie-chart::before{
  content:""; }

.bp3-icon-pin::before{
  content:""; }

.bp3-icon-pivot::before{
  content:""; }

.bp3-icon-pivot-table::before{
  content:""; }

.bp3-icon-play::before{
  content:""; }

.bp3-icon-plus::before{
  content:"+"; }

.bp3-icon-polygon-filter::before{
  content:""; }

.bp3-icon-power::before{
  content:""; }

.bp3-icon-predictive-analysis::before{
  content:""; }

.bp3-icon-prescription::before{
  content:""; }

.bp3-icon-presentation::before{
  content:""; }

.bp3-icon-print::before{
  content:"⎙"; }

.bp3-icon-projects::before{
  content:""; }

.bp3-icon-properties::before{
  content:""; }

.bp3-icon-property::before{
  content:""; }

.bp3-icon-publish-function::before{
  content:""; }

.bp3-icon-pulse::before{
  content:""; }

.bp3-icon-random::before{
  content:""; }

.bp3-icon-record::before{
  content:""; }

.bp3-icon-redo::before{
  content:""; }

.bp3-icon-refresh::before{
  content:""; }

.bp3-icon-regression-chart::before{
  content:""; }

.bp3-icon-remove::before{
  content:""; }

.bp3-icon-remove-column::before{
  content:""; }

.bp3-icon-remove-column-left::before{
  content:""; }

.bp3-icon-remove-column-right::before{
  content:""; }

.bp3-icon-remove-row-bottom::before{
  content:""; }

.bp3-icon-remove-row-top::before{
  content:""; }

.bp3-icon-repeat::before{
  content:""; }

.bp3-icon-reset::before{
  content:""; }

.bp3-icon-resolve::before{
  content:""; }

.bp3-icon-rig::before{
  content:""; }

.bp3-icon-right-join::before{
  content:""; }

.bp3-icon-ring::before{
  content:""; }

.bp3-icon-rotate-document::before{
  content:""; }

.bp3-icon-rotate-page::before{
  content:""; }

.bp3-icon-satellite::before{
  content:""; }

.bp3-icon-saved::before{
  content:""; }

.bp3-icon-scatter-plot::before{
  content:""; }

.bp3-icon-search::before{
  content:""; }

.bp3-icon-search-around::before{
  content:""; }

.bp3-icon-search-template::before{
  content:""; }

.bp3-icon-search-text::before{
  content:""; }

.bp3-icon-segmented-control::before{
  content:""; }

.bp3-icon-select::before{
  content:""; }

.bp3-icon-selection::before{
  content:"⦿"; }

.bp3-icon-send-to::before{
  content:""; }

.bp3-icon-send-to-graph::before{
  content:""; }

.bp3-icon-send-to-map::before{
  content:""; }

.bp3-icon-series-add::before{
  content:""; }

.bp3-icon-series-configuration::before{
  content:""; }

.bp3-icon-series-derived::before{
  content:""; }

.bp3-icon-series-filtered::before{
  content:""; }

.bp3-icon-series-search::before{
  content:""; }

.bp3-icon-settings::before{
  content:""; }

.bp3-icon-share::before{
  content:""; }

.bp3-icon-shield::before{
  content:""; }

.bp3-icon-shop::before{
  content:""; }

.bp3-icon-shopping-cart::before{
  content:""; }

.bp3-icon-signal-search::before{
  content:""; }

.bp3-icon-sim-card::before{
  content:""; }

.bp3-icon-slash::before{
  content:""; }

.bp3-icon-small-cross::before{
  content:""; }

.bp3-icon-small-minus::before{
  content:""; }

.bp3-icon-small-plus::before{
  content:""; }

.bp3-icon-small-tick::before{
  content:""; }

.bp3-icon-snowflake::before{
  content:""; }

.bp3-icon-social-media::before{
  content:""; }

.bp3-icon-sort::before{
  content:""; }

.bp3-icon-sort-alphabetical::before{
  content:""; }

.bp3-icon-sort-alphabetical-desc::before{
  content:""; }

.bp3-icon-sort-asc::before{
  content:""; }

.bp3-icon-sort-desc::before{
  content:""; }

.bp3-icon-sort-numerical::before{
  content:""; }

.bp3-icon-sort-numerical-desc::before{
  content:""; }

.bp3-icon-split-columns::before{
  content:""; }

.bp3-icon-square::before{
  content:""; }

.bp3-icon-stacked-chart::before{
  content:""; }

.bp3-icon-star::before{
  content:"★"; }

.bp3-icon-star-empty::before{
  content:"☆"; }

.bp3-icon-step-backward::before{
  content:""; }

.bp3-icon-step-chart::before{
  content:""; }

.bp3-icon-step-forward::before{
  content:""; }

.bp3-icon-stop::before{
  content:""; }

.bp3-icon-stopwatch::before{
  content:""; }

.bp3-icon-strikethrough::before{
  content:""; }

.bp3-icon-style::before{
  content:""; }

.bp3-icon-swap-horizontal::before{
  content:""; }

.bp3-icon-swap-vertical::before{
  content:""; }

.bp3-icon-symbol-circle::before{
  content:""; }

.bp3-icon-symbol-cross::before{
  content:""; }

.bp3-icon-symbol-diamond::before{
  content:""; }

.bp3-icon-symbol-square::before{
  content:""; }

.bp3-icon-symbol-triangle-down::before{
  content:""; }

.bp3-icon-symbol-triangle-up::before{
  content:""; }

.bp3-icon-tag::before{
  content:""; }

.bp3-icon-take-action::before{
  content:""; }

.bp3-icon-taxi::before{
  content:""; }

.bp3-icon-text-highlight::before{
  content:""; }

.bp3-icon-th::before{
  content:""; }

.bp3-icon-th-derived::before{
  content:""; }

.bp3-icon-th-disconnect::before{
  content:""; }

.bp3-icon-th-filtered::before{
  content:""; }

.bp3-icon-th-list::before{
  content:""; }

.bp3-icon-thumbs-down::before{
  content:""; }

.bp3-icon-thumbs-up::before{
  content:""; }

.bp3-icon-tick::before{
  content:"✓"; }

.bp3-icon-tick-circle::before{
  content:""; }

.bp3-icon-time::before{
  content:"⏲"; }

.bp3-icon-timeline-area-chart::before{
  content:""; }

.bp3-icon-timeline-bar-chart::before{
  content:""; }

.bp3-icon-timeline-events::before{
  content:""; }

.bp3-icon-timeline-line-chart::before{
  content:""; }

.bp3-icon-tint::before{
  content:""; }

.bp3-icon-torch::before{
  content:""; }

.bp3-icon-tractor::before{
  content:""; }

.bp3-icon-train::before{
  content:""; }

.bp3-icon-translate::before{
  content:""; }

.bp3-icon-trash::before{
  content:""; }

.bp3-icon-tree::before{
  content:""; }

.bp3-icon-trending-down::before{
  content:""; }

.bp3-icon-trending-up::before{
  content:""; }

.bp3-icon-truck::before{
  content:""; }

.bp3-icon-two-columns::before{
  content:""; }

.bp3-icon-unarchive::before{
  content:""; }

.bp3-icon-underline::before{
  content:"⎁"; }

.bp3-icon-undo::before{
  content:"⎌"; }

.bp3-icon-ungroup-objects::before{
  content:""; }

.bp3-icon-unknown-vehicle::before{
  content:""; }

.bp3-icon-unlock::before{
  content:""; }

.bp3-icon-unpin::before{
  content:""; }

.bp3-icon-unresolve::before{
  content:""; }

.bp3-icon-updated::before{
  content:""; }

.bp3-icon-upload::before{
  content:""; }

.bp3-icon-user::before{
  content:""; }

.bp3-icon-variable::before{
  content:""; }

.bp3-icon-vertical-bar-chart-asc::before{
  content:""; }

.bp3-icon-vertical-bar-chart-desc::before{
  content:""; }

.bp3-icon-vertical-distribution::before{
  content:""; }

.bp3-icon-video::before{
  content:""; }

.bp3-icon-volume-down::before{
  content:""; }

.bp3-icon-volume-off::before{
  content:""; }

.bp3-icon-volume-up::before{
  content:""; }

.bp3-icon-walk::before{
  content:""; }

.bp3-icon-warning-sign::before{
  content:""; }

.bp3-icon-waterfall-chart::before{
  content:""; }

.bp3-icon-widget::before{
  content:""; }

.bp3-icon-widget-button::before{
  content:""; }

.bp3-icon-widget-footer::before{
  content:""; }

.bp3-icon-widget-header::before{
  content:""; }

.bp3-icon-wrench::before{
  content:""; }

.bp3-icon-zoom-in::before{
  content:""; }

.bp3-icon-zoom-out::before{
  content:""; }

.bp3-icon-zoom-to-fit::before{
  content:""; }
.bp3-submenu > .bp3-popover-wrapper{
  display:block; }

.bp3-submenu .bp3-popover-target{
  display:block; }
  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }

.bp3-submenu.bp3-popover{
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0 5px; }
  .bp3-submenu.bp3-popover > .bp3-popover-content{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
    -webkit-box-shadow:none;
            box-shadow:none; }
    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
.bp3-menu{
  background:#ffffff;
  border-radius:3px;
  color:#182026;
  list-style:none;
  margin:0;
  min-width:180px;
  padding:5px;
  text-align:left; }

.bp3-menu-divider{
  border-top:1px solid rgba(16, 22, 26, 0.15);
  display:block;
  margin:5px; }
  .bp3-dark .bp3-menu-divider{
    border-top-color:rgba(255, 255, 255, 0.15); }

.bp3-menu-item{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  border-radius:2px;
  color:inherit;
  line-height:20px;
  padding:5px 7px;
  text-decoration:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-menu-item > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-menu-item > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-menu-item::before,
  .bp3-menu-item > *{
    margin-right:7px; }
  .bp3-menu-item:empty::before,
  .bp3-menu-item > :last-child{
    margin-right:0; }
  .bp3-menu-item > .bp3-fill{
    word-break:break-word; }
  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
    background-color:rgba(167, 182, 194, 0.3);
    cursor:pointer;
    text-decoration:none; }
  .bp3-menu-item.bp3-disabled{
    background-color:inherit;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-dark .bp3-menu-item{
    color:inherit; }
    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
      background-color:rgba(138, 155, 168, 0.15);
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-disabled{
      background-color:inherit;
      color:rgba(167, 182, 194, 0.6); }
  .bp3-menu-item.bp3-intent-primary{
    color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
      color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
      background-color:#137cbd; }
    .bp3-menu-item.bp3-intent-primary:active{
      background-color:#106ba3; }
    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-success{
    color:#0d8050; }
    .bp3-menu-item.bp3-intent-success .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
      color:#0d8050; }
    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
      background-color:#0f9960; }
    .bp3-menu-item.bp3-intent-success:active{
      background-color:#0d8050; }
    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-warning{
    color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
      color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
      background-color:#d9822b; }
    .bp3-menu-item.bp3-intent-warning:active{
      background-color:#bf7326; }
    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item.bp3-intent-danger{
    color:#c23030; }
    .bp3-menu-item.bp3-intent-danger .bp3-icon{
      color:inherit; }
    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
      color:#c23030; }
    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
      background-color:#db3737; }
    .bp3-menu-item.bp3-intent-danger:active{
      background-color:#c23030; }
    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-menu-item::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    margin-right:7px; }
  .bp3-menu-item::before,
  .bp3-menu-item > .bp3-icon{
    color:#5c7080;
    margin-top:2px; }
  .bp3-menu-item .bp3-menu-item-label{
    color:#5c7080; }
  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
    color:inherit; }
  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
    background-color:rgba(115, 134, 148, 0.3); }
  .bp3-menu-item.bp3-disabled{
    background-color:inherit !important;
    color:rgba(92, 112, 128, 0.6) !important;
    cursor:not-allowed !important;
    outline:none !important; }
    .bp3-menu-item.bp3-disabled::before,
    .bp3-menu-item.bp3-disabled > .bp3-icon,
    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
      color:rgba(92, 112, 128, 0.6) !important; }
  .bp3-large .bp3-menu-item{
    font-size:16px;
    line-height:22px;
    padding:9px 7px; }
    .bp3-large .bp3-menu-item .bp3-icon{
      margin-top:3px; }
    .bp3-large .bp3-menu-item::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1;
      -moz-osx-font-smoothing:grayscale;
      -webkit-font-smoothing:antialiased;
      margin-right:10px;
      margin-top:1px; }

button.bp3-menu-item{
  background:none;
  border:none;
  text-align:left;
  width:100%; }
.bp3-menu-header{
  border-top:1px solid rgba(16, 22, 26, 0.15);
  display:block;
  margin:5px;
  cursor:default;
  padding-left:2px; }
  .bp3-dark .bp3-menu-header{
    border-top-color:rgba(255, 255, 255, 0.15); }
  .bp3-menu-header:first-of-type{
    border-top:none; }
  .bp3-menu-header > h6{
    color:#182026;
    font-weight:600;
    overflow:hidden;
    text-overflow:ellipsis;
    white-space:nowrap;
    word-wrap:normal;
    line-height:17px;
    margin:0;
    padding:10px 7px 0 1px; }
    .bp3-dark .bp3-menu-header > h6{
      color:#f5f8fa; }
  .bp3-menu-header:first-of-type > h6{
    padding-top:0; }
  .bp3-large .bp3-menu-header > h6{
    font-size:18px;
    padding-bottom:5px;
    padding-top:15px; }
  .bp3-large .bp3-menu-header:first-of-type > h6{
    padding-top:0; }

.bp3-dark .bp3-menu{
  background:#30404d;
  color:#f5f8fa; }

.bp3-dark .bp3-menu-item{ }
  .bp3-dark .bp3-menu-item.bp3-intent-primary{
    color:#48aff0; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
      color:#48aff0; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
      background-color:#137cbd; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
      background-color:#106ba3; }
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-success{
    color:#3dcc91; }
    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
      color:#3dcc91; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
      background-color:#0f9960; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
      background-color:#0d8050; }
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-warning{
    color:#ffb366; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
      color:#ffb366; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
      background-color:#d9822b; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
      background-color:#bf7326; }
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item.bp3-intent-danger{
    color:#ff7373; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
      color:inherit; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
      color:#ff7373; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
      background-color:#db3737; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
      background-color:#c23030; }
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
      color:#ffffff; }
  .bp3-dark .bp3-menu-item::before,
  .bp3-dark .bp3-menu-item > .bp3-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
    color:#a7b6c2; }
  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
    background-color:rgba(138, 155, 168, 0.3); }
  .bp3-dark .bp3-menu-item.bp3-disabled{
    color:rgba(167, 182, 194, 0.6) !important; }
    .bp3-dark .bp3-menu-item.bp3-disabled::before,
    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
      color:rgba(167, 182, 194, 0.6) !important; }

.bp3-dark .bp3-menu-divider,
.bp3-dark .bp3-menu-header{
  border-color:rgba(255, 255, 255, 0.15); }

.bp3-dark .bp3-menu-header > h6{
  color:#f5f8fa; }

.bp3-label .bp3-menu{
  margin-top:5px; }
.bp3-navbar{
  background-color:#ffffff;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
  height:50px;
  padding:0 15px;
  position:relative;
  width:100%;
  z-index:10; }
  .bp3-navbar.bp3-dark,
  .bp3-dark .bp3-navbar{
    background-color:#394b59; }
  .bp3-navbar.bp3-dark{
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-dark .bp3-navbar{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
  .bp3-navbar.bp3-fixed-top{
    left:0;
    position:fixed;
    right:0;
    top:0; }

.bp3-navbar-heading{
  font-size:16px;
  margin-right:15px; }

.bp3-navbar-group{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:50px; }
  .bp3-navbar-group.bp3-align-left{
    float:left; }
  .bp3-navbar-group.bp3-align-right{
    float:right; }

.bp3-navbar-divider{
  border-left:1px solid rgba(16, 22, 26, 0.15);
  height:20px;
  margin:0 10px; }
  .bp3-dark .bp3-navbar-divider{
    border-left-color:rgba(255, 255, 255, 0.15); }
.bp3-non-ideal-state{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  height:100%;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  text-align:center;
  width:100%; }
  .bp3-non-ideal-state > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-non-ideal-state > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-non-ideal-state::before,
  .bp3-non-ideal-state > *{
    margin-bottom:20px; }
  .bp3-non-ideal-state:empty::before,
  .bp3-non-ideal-state > :last-child{
    margin-bottom:0; }
  .bp3-non-ideal-state > *{
    max-width:400px; }

.bp3-non-ideal-state-visual{
  color:rgba(92, 112, 128, 0.6);
  font-size:60px; }
  .bp3-dark .bp3-non-ideal-state-visual{
    color:rgba(167, 182, 194, 0.6); }

.bp3-overflow-list{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-wrap:nowrap;
      flex-wrap:nowrap;
  min-width:0; }

.bp3-overflow-list-spacer{
  -ms-flex-negative:1;
      flex-shrink:1;
  width:1px; }

body.bp3-overlay-open{
  overflow:hidden; }

.bp3-overlay{
  bottom:0;
  left:0;
  position:static;
  right:0;
  top:0;
  z-index:20; }
  .bp3-overlay:not(.bp3-overlay-open){
    pointer-events:none; }
  .bp3-overlay.bp3-overlay-container{
    overflow:hidden;
    position:fixed; }
    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
      position:absolute; }
  .bp3-overlay.bp3-overlay-scroll-container{
    overflow:auto;
    position:fixed; }
    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
      position:absolute; }
  .bp3-overlay.bp3-overlay-inline{
    display:inline;
    overflow:visible; }

.bp3-overlay-content{
  position:fixed;
  z-index:20; }
  .bp3-overlay-inline .bp3-overlay-content,
  .bp3-overlay-scroll-container .bp3-overlay-content{
    position:absolute; }

.bp3-overlay-backdrop{
  bottom:0;
  left:0;
  position:fixed;
  right:0;
  top:0;
  opacity:1;
  background-color:rgba(16, 22, 26, 0.7);
  overflow:auto;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none;
  z-index:20; }
  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
    opacity:0; }
  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-overlay-backdrop.bp3-overlay-exit{
    opacity:1; }
  .bp3-overlay-backdrop.bp3-overlay-exit-active{
    opacity:0;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-overlay-backdrop:focus{
    outline:none; }
  .bp3-overlay-inline .bp3-overlay-backdrop{
    position:absolute; }
.bp3-panel-stack{
  overflow:hidden;
  position:relative; }

.bp3-panel-stack-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
          box-shadow:0 1px rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-negative:0;
      flex-shrink:0;
  height:30px;
  z-index:1; }
  .bp3-dark .bp3-panel-stack-header{
    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
  .bp3-panel-stack-header > span{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1;
            flex:1; }
  .bp3-panel-stack-header .bp3-heading{
    margin:0 5px; }

.bp3-button.bp3-panel-stack-header-back{
  margin-left:5px;
  padding-left:0;
  white-space:nowrap; }
  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
    margin:0 2px; }

.bp3-panel-stack-view{
  bottom:0;
  left:0;
  position:absolute;
  right:0;
  top:0;
  background-color:#ffffff;
  border-right:1px solid rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin-right:-1px;
  overflow-y:auto;
  z-index:1; }
  .bp3-dark .bp3-panel-stack-view{
    background-color:#30404d; }
  .bp3-panel-stack-view:nth-last-child(n + 4){
    display:none; }

.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0; }

.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-push .bp3-panel-stack-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack-push .bp3-panel-stack-exit-active{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0; }

.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack-pop .bp3-panel-stack-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }
.bp3-panel-stack2{
  overflow:hidden;
  position:relative; }

.bp3-panel-stack2-header{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
          box-shadow:0 1px rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -ms-flex-negative:0;
      flex-shrink:0;
  height:30px;
  z-index:1; }
  .bp3-dark .bp3-panel-stack2-header{
    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
  .bp3-panel-stack2-header > span{
    -webkit-box-align:stretch;
        -ms-flex-align:stretch;
            align-items:stretch;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-flex:1;
        -ms-flex:1;
            flex:1; }
  .bp3-panel-stack2-header .bp3-heading{
    margin:0 5px; }

.bp3-button.bp3-panel-stack2-header-back{
  margin-left:5px;
  padding-left:0;
  white-space:nowrap; }
  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
    margin:0 2px; }

.bp3-panel-stack2-view{
  bottom:0;
  left:0;
  position:absolute;
  right:0;
  top:0;
  background-color:#ffffff;
  border-right:1px solid rgba(16, 22, 26, 0.15);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  margin-right:-1px;
  overflow-y:auto;
  z-index:1; }
  .bp3-dark .bp3-panel-stack2-view{
    background-color:#30404d; }
  .bp3-panel-stack2-view:nth-last-child(n + 4){
    display:none; }

.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0; }

.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-push .bp3-panel-stack2-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
  -webkit-transform:translateX(-50%);
          transform:translateX(-50%);
  opacity:0; }

.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }

.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
  -webkit-transform:translate(0%);
          transform:translate(0%);
  opacity:1; }

.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
  -webkit-transform:translateX(100%);
          transform:translateX(100%);
  opacity:0;
  -webkit-transition-delay:0;
          transition-delay:0;
  -webkit-transition-duration:400ms;
          transition-duration:400ms;
  -webkit-transition-property:opacity, -webkit-transform;
  transition-property:opacity, -webkit-transform;
  transition-property:transform, opacity;
  transition-property:transform, opacity, -webkit-transform;
  -webkit-transition-timing-function:ease;
          transition-timing-function:ease; }
.bp3-popover{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  -webkit-transform:scale(1);
          transform:scale(1);
  border-radius:3px;
  display:inline-block;
  z-index:20; }
  .bp3-popover .bp3-popover-arrow{
    height:30px;
    position:absolute;
    width:30px; }
    .bp3-popover .bp3-popover-arrow::before{
      height:20px;
      margin:5px;
      width:20px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
    margin-bottom:17px;
    margin-top:-17px; }
    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
      bottom:-11px; }
      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(-90deg);
                transform:rotate(-90deg); }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
    margin-left:17px; }
    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
      left:-11px; }
      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(0);
                transform:rotate(0); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
    margin-top:17px; }
    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
      top:-11px; }
      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(90deg);
                transform:rotate(90deg); }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
    margin-left:-17px;
    margin-right:17px; }
    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
      right:-11px; }
      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
        -webkit-transform:rotate(180deg);
                transform:rotate(180deg); }
  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
    top:50%;
    -webkit-transform:translateY(-50%);
            transform:translateY(-50%); }
  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
    right:50%;
    -webkit-transform:translateX(50%);
            transform:translateX(50%); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
    top:-0.3934px; }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
    right:-0.3934px; }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
    left:-0.3934px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
    bottom:-0.3934px; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:top left;
            transform-origin:top left; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:top center;
            transform-origin:top center; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:top right;
            transform-origin:top right; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:center left;
            transform-origin:center left; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:center center;
            transform-origin:center center; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:center right;
            transform-origin:center right; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
    -webkit-transform-origin:bottom left;
            transform-origin:bottom left; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
    -webkit-transform-origin:bottom center;
            transform-origin:bottom center; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
    -webkit-transform-origin:bottom right;
            transform-origin:bottom right; }
  .bp3-popover .bp3-popover-content{
    background:#ffffff;
    color:inherit; }
  .bp3-popover .bp3-popover-arrow::before{
    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
  .bp3-popover .bp3-popover-arrow-border{
    fill:#10161a;
    fill-opacity:0.1; }
  .bp3-popover .bp3-popover-arrow-fill{
    fill:#ffffff; }
  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
    -webkit-transform:scale(0.3);
            transform:scale(0.3); }
  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-popover-exit > .bp3-popover{
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-popover-exit-active > .bp3-popover{
    -webkit-transform:scale(0.3);
            transform:scale(0.3);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-popover .bp3-popover-content{
    border-radius:3px;
    position:relative; }
  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
    max-width:350px;
    padding:20px; }
  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
    width:350px; }
  .bp3-popover.bp3-minimal{
    margin:0 !important; }
    .bp3-popover.bp3-minimal .bp3-popover-arrow{
      display:none; }
    .bp3-popover.bp3-minimal.bp3-popover{
      -webkit-transform:scale(1);
              transform:scale(1); }
      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1); }
      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1);
        -webkit-transition-delay:0;
                transition-delay:0;
        -webkit-transition-duration:100ms;
                transition-duration:100ms;
        -webkit-transition-property:-webkit-transform;
        transition-property:-webkit-transform;
        transition-property:transform;
        transition-property:transform, -webkit-transform;
        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1); }
      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
        -webkit-transform:scale(1);
                transform:scale(1);
        -webkit-transition-delay:0;
                transition-delay:0;
        -webkit-transition-duration:100ms;
                transition-duration:100ms;
        -webkit-transition-property:-webkit-transform;
        transition-property:-webkit-transform;
        transition-property:transform;
        transition-property:transform, -webkit-transform;
        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-popover.bp3-dark,
  .bp3-dark .bp3-popover{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-popover.bp3-dark .bp3-popover-content,
    .bp3-dark .bp3-popover .bp3-popover-content{
      background:#30404d;
      color:inherit; }
    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
      fill:#10161a;
      fill-opacity:0.2; }
    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
      fill:#30404d; }

.bp3-popover-arrow::before{
  border-radius:2px;
  content:"";
  display:block;
  position:absolute;
  -webkit-transform:rotate(45deg);
          transform:rotate(45deg); }

.bp3-tether-pinned .bp3-popover-arrow{
  display:none; }

.bp3-popover-backdrop{
  background:rgba(255, 255, 255, 0); }

.bp3-transition-container{
  opacity:1;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  z-index:20; }
  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
    opacity:0; }
  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-transition-container.bp3-popover-exit{
    opacity:1; }
  .bp3-transition-container.bp3-popover-exit-active{
    opacity:0;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:opacity;
    transition-property:opacity;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-transition-container:focus{
    outline:none; }
  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
    pointer-events:none; }
  .bp3-transition-container[data-x-out-of-boundaries]{
    display:none; }

span.bp3-popover-target{
  display:inline-block; }

.bp3-popover-wrapper.bp3-fill{
  width:100%; }

.bp3-portal{
  left:0;
  position:absolute;
  right:0;
  top:0; }
@-webkit-keyframes linear-progress-bar-stripes{
  from{
    background-position:0 0; }
  to{
    background-position:30px 0; } }
@keyframes linear-progress-bar-stripes{
  from{
    background-position:0 0; }
  to{
    background-position:30px 0; } }

.bp3-progress-bar{
  background:rgba(92, 112, 128, 0.2);
  border-radius:40px;
  display:block;
  height:8px;
  overflow:hidden;
  position:relative;
  width:100%; }
  .bp3-progress-bar .bp3-progress-meter{
    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
    background-color:rgba(92, 112, 128, 0.8);
    background-size:30px 30px;
    border-radius:40px;
    height:100%;
    position:absolute;
    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    width:100%; }
  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
    background-image:none; }

.bp3-dark .bp3-progress-bar{
  background:rgba(16, 22, 26, 0.5); }
  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
    background-color:#8a9ba8; }

.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
  background-color:#137cbd; }

.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
  background-color:#0f9960; }

.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
  background-color:#d9822b; }

.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
  background-color:#db3737; }
@-webkit-keyframes skeleton-glow{
  from{
    background:rgba(206, 217, 224, 0.2);
    border-color:rgba(206, 217, 224, 0.2); }
  to{
    background:rgba(92, 112, 128, 0.2);
    border-color:rgba(92, 112, 128, 0.2); } }
@keyframes skeleton-glow{
  from{
    background:rgba(206, 217, 224, 0.2);
    border-color:rgba(206, 217, 224, 0.2); }
  to{
    background:rgba(92, 112, 128, 0.2);
    border-color:rgba(92, 112, 128, 0.2); } }
.bp3-skeleton{
  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
          animation:1000ms linear infinite alternate skeleton-glow;
  background:rgba(206, 217, 224, 0.2);
  background-clip:padding-box !important;
  border-color:rgba(206, 217, 224, 0.2) !important;
  border-radius:2px;
  -webkit-box-shadow:none !important;
          box-shadow:none !important;
  color:transparent !important;
  cursor:default;
  pointer-events:none;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-skeleton::before, .bp3-skeleton::after,
  .bp3-skeleton *{
    visibility:hidden !important; }
.bp3-slider{
  height:40px;
  min-width:150px;
  width:100%;
  cursor:default;
  outline:none;
  position:relative;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-slider:hover{
    cursor:pointer; }
  .bp3-slider:active{
    cursor:-webkit-grabbing;
    cursor:grabbing; }
  .bp3-slider.bp3-disabled{
    cursor:not-allowed;
    opacity:0.5; }
  .bp3-slider.bp3-slider-unlabeled{
    height:16px; }

.bp3-slider-track,
.bp3-slider-progress{
  height:6px;
  left:0;
  right:0;
  top:5px;
  position:absolute; }

.bp3-slider-track{
  border-radius:3px;
  overflow:hidden; }

.bp3-slider-progress{
  background:rgba(92, 112, 128, 0.2); }
  .bp3-dark .bp3-slider-progress{
    background:rgba(16, 22, 26, 0.5); }
  .bp3-slider-progress.bp3-intent-primary{
    background-color:#137cbd; }
  .bp3-slider-progress.bp3-intent-success{
    background-color:#0f9960; }
  .bp3-slider-progress.bp3-intent-warning{
    background-color:#d9822b; }
  .bp3-slider-progress.bp3-intent-danger{
    background-color:#db3737; }

.bp3-slider-handle{
  background-color:#f5f8fa;
  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
  color:#182026;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
  cursor:pointer;
  height:16px;
  left:0;
  position:absolute;
  top:0;
  width:16px; }
  .bp3-slider-handle:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
    background-color:rgba(206, 217, 224, 0.5);
    background-image:none;
    -webkit-box-shadow:none;
            box-shadow:none;
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed;
    outline:none; }
    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
      background:rgba(206, 217, 224, 0.7); }
  .bp3-slider-handle:focus{
    z-index:1; }
  .bp3-slider-handle:hover{
    background-clip:padding-box;
    background-color:#ebf1f5;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
    cursor:-webkit-grab;
    cursor:grab;
    z-index:2; }
  .bp3-slider-handle.bp3-active{
    background-color:#d8e1e8;
    background-image:none;
    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
    cursor:-webkit-grabbing;
    cursor:grabbing; }
  .bp3-disabled .bp3-slider-handle{
    background:#bfccd6;
    -webkit-box-shadow:none;
            box-shadow:none;
    pointer-events:none; }
  .bp3-dark .bp3-slider-handle{
    background-color:#394b59;
    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
    color:#f5f8fa; }
    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
      color:#f5f8fa; }
    .bp3-dark .bp3-slider-handle:hover{
      background-color:#30404d;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
      background-color:#202b33;
      background-image:none;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
      background-color:rgba(57, 75, 89, 0.5);
      background-image:none;
      -webkit-box-shadow:none;
              box-shadow:none;
      color:rgba(167, 182, 194, 0.6); }
      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
        background:rgba(57, 75, 89, 0.7); }
    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
      background:rgba(16, 22, 26, 0.5);
      stroke:#8a9ba8; }
    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
      background-color:#394b59; }
    .bp3-dark .bp3-slider-handle.bp3-active{
      background-color:#293742; }
  .bp3-dark .bp3-disabled .bp3-slider-handle{
    background:#5c7080;
    border-color:#5c7080;
    -webkit-box-shadow:none;
            box-shadow:none; }
  .bp3-slider-handle .bp3-slider-label{
    background:#394b59;
    border-radius:3px;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
    color:#f5f8fa;
    margin-left:8px; }
    .bp3-dark .bp3-slider-handle .bp3-slider-label{
      background:#e1e8ed;
      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
      color:#394b59; }
    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
    width:8px; }
  .bp3-slider-handle.bp3-start{
    border-bottom-right-radius:0;
    border-top-right-radius:0; }
  .bp3-slider-handle.bp3-end{
    border-bottom-left-radius:0;
    border-top-left-radius:0;
    margin-left:8px; }
    .bp3-slider-handle.bp3-end .bp3-slider-label{
      margin-left:0; }

.bp3-slider-label{
  -webkit-transform:translate(-50%, 20px);
          transform:translate(-50%, 20px);
  display:inline-block;
  font-size:12px;
  line-height:1;
  padding:2px 5px;
  position:absolute;
  vertical-align:top; }

.bp3-slider.bp3-vertical{
  height:150px;
  min-width:40px;
  width:40px; }
  .bp3-slider.bp3-vertical .bp3-slider-track,
  .bp3-slider.bp3-vertical .bp3-slider-progress{
    bottom:0;
    height:auto;
    left:5px;
    top:0;
    width:6px; }
  .bp3-slider.bp3-vertical .bp3-slider-progress{
    top:auto; }
  .bp3-slider.bp3-vertical .bp3-slider-label{
    -webkit-transform:translate(20px, 50%);
            transform:translate(20px, 50%); }
  .bp3-slider.bp3-vertical .bp3-slider-handle{
    top:auto; }
    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
      margin-left:0;
      margin-top:-8px; }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
      height:8px;
      margin-left:0;
      width:16px; }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
      border-bottom-right-radius:3px;
      border-top-left-radius:0; }
      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
        -webkit-transform:translate(20px);
                transform:translate(20px); }
    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
      border-bottom-left-radius:0;
      border-bottom-right-radius:0;
      border-top-left-radius:3px;
      margin-bottom:8px; }

@-webkit-keyframes pt-spinner-animation{
  from{
    -webkit-transform:rotate(0deg);
            transform:rotate(0deg); }
  to{
    -webkit-transform:rotate(360deg);
            transform:rotate(360deg); } }

@keyframes pt-spinner-animation{
  from{
    -webkit-transform:rotate(0deg);
            transform:rotate(0deg); }
  to{
    -webkit-transform:rotate(360deg);
            transform:rotate(360deg); } }

.bp3-spinner{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-pack:center;
      -ms-flex-pack:center;
          justify-content:center;
  overflow:visible;
  vertical-align:middle; }
  .bp3-spinner svg{
    display:block; }
  .bp3-spinner path{
    fill-opacity:0; }
  .bp3-spinner .bp3-spinner-head{
    stroke:rgba(92, 112, 128, 0.8);
    stroke-linecap:round;
    -webkit-transform-origin:center;
            transform-origin:center;
    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-spinner .bp3-spinner-track{
    stroke:rgba(92, 112, 128, 0.2); }

.bp3-spinner-animation{
  -webkit-animation:pt-spinner-animation 500ms linear infinite;
          animation:pt-spinner-animation 500ms linear infinite; }
  .bp3-no-spin > .bp3-spinner-animation{
    -webkit-animation:none;
            animation:none; }

.bp3-dark .bp3-spinner .bp3-spinner-head{
  stroke:#8a9ba8; }

.bp3-dark .bp3-spinner .bp3-spinner-track{
  stroke:rgba(16, 22, 26, 0.5); }

.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
  stroke:#137cbd; }

.bp3-spinner.bp3-intent-success .bp3-spinner-head{
  stroke:#0f9960; }

.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
  stroke:#d9822b; }

.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
  stroke:#db3737; }
.bp3-tabs.bp3-vertical{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex; }
  .bp3-tabs.bp3-vertical > .bp3-tab-list{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start;
    -webkit-box-orient:vertical;
    -webkit-box-direction:normal;
        -ms-flex-direction:column;
            flex-direction:column; }
    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
      border-radius:3px;
      padding:0 10px;
      width:100%; }
      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
        background-color:rgba(19, 124, 189, 0.2);
        -webkit-box-shadow:none;
                box-shadow:none; }
    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
      background-color:rgba(19, 124, 189, 0.2);
      border-radius:3px;
      bottom:0;
      height:auto;
      left:0;
      right:0;
      top:0; }
  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
    margin-top:0;
    padding-left:20px; }

.bp3-tab-list{
  -webkit-box-align:end;
      -ms-flex-align:end;
          align-items:flex-end;
  border:none;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  list-style:none;
  margin:0;
  padding:0;
  position:relative; }
  .bp3-tab-list > *:not(:last-child){
    margin-right:20px; }

.bp3-tab{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  color:#182026;
  cursor:pointer;
  -webkit-box-flex:0;
      -ms-flex:0 0 auto;
          flex:0 0 auto;
  font-size:14px;
  line-height:30px;
  max-width:100%;
  position:relative;
  vertical-align:top; }
  .bp3-tab a{
    color:inherit;
    display:block;
    text-decoration:none; }
  .bp3-tab-indicator-wrapper ~ .bp3-tab{
    background-color:transparent !important;
    -webkit-box-shadow:none !important;
            box-shadow:none !important; }
  .bp3-tab[aria-disabled="true"]{
    color:rgba(92, 112, 128, 0.6);
    cursor:not-allowed; }
  .bp3-tab[aria-selected="true"]{
    border-radius:0;
    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
            box-shadow:inset 0 -3px 0 #106ba3; }
  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
    color:#106ba3; }
  .bp3-tab:focus{
    -moz-outline-radius:0; }
  .bp3-large > .bp3-tab{
    font-size:16px;
    line-height:40px; }

.bp3-tab-panel{
  margin-top:20px; }
  .bp3-tab-panel[aria-hidden="true"]{
    display:none; }

.bp3-tab-indicator-wrapper{
  left:0;
  pointer-events:none;
  position:absolute;
  top:0;
  -webkit-transform:translateX(0), translateY(0);
          transform:translateX(0), translateY(0);
  -webkit-transition:height, width, -webkit-transform;
  transition:height, width, -webkit-transform;
  transition:height, transform, width;
  transition:height, transform, width, -webkit-transform;
  -webkit-transition-duration:200ms;
          transition-duration:200ms;
  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
    background-color:#106ba3;
    bottom:0;
    height:3px;
    left:0;
    position:absolute;
    right:0; }
  .bp3-tab-indicator-wrapper.bp3-no-animation{
    -webkit-transition:none;
    transition:none; }

.bp3-dark .bp3-tab{
  color:#f5f8fa; }
  .bp3-dark .bp3-tab[aria-disabled="true"]{
    color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-tab[aria-selected="true"]{
    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
            box-shadow:inset 0 -3px 0 #48aff0; }
  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
    color:#48aff0; }

.bp3-dark .bp3-tab-indicator{
  background-color:#48aff0; }

.bp3-flex-expander{
  -webkit-box-flex:1;
      -ms-flex:1 1;
          flex:1 1; }
.bp3-tag{
  display:-webkit-inline-box;
  display:-ms-inline-flexbox;
  display:inline-flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  background-color:#5c7080;
  border:none;
  border-radius:3px;
  -webkit-box-shadow:none;
          box-shadow:none;
  color:#f5f8fa;
  font-size:12px;
  line-height:16px;
  max-width:100%;
  min-height:20px;
  min-width:20px;
  padding:2px 6px;
  position:relative; }
  .bp3-tag.bp3-interactive{
    cursor:pointer; }
    .bp3-tag.bp3-interactive:hover{
      background-color:rgba(92, 112, 128, 0.85); }
    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
      background-color:rgba(92, 112, 128, 0.7); }
  .bp3-tag > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-tag > .bp3-fill{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-tag::before,
  .bp3-tag > *{
    margin-right:4px; }
  .bp3-tag:empty::before,
  .bp3-tag > :last-child{
    margin-right:0; }
  .bp3-tag:focus{
    outline:rgba(19, 124, 189, 0.6) auto 2px;
    outline-offset:0;
    -moz-outline-radius:6px; }
  .bp3-tag.bp3-round{
    border-radius:30px;
    padding-left:8px;
    padding-right:8px; }
  .bp3-dark .bp3-tag{
    background-color:#bfccd6;
    color:#182026; }
    .bp3-dark .bp3-tag.bp3-interactive{
      cursor:pointer; }
      .bp3-dark .bp3-tag.bp3-interactive:hover{
        background-color:rgba(191, 204, 214, 0.85); }
      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
        background-color:rgba(191, 204, 214, 0.7); }
    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
      fill:currentColor; }
  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
    fill:#ffffff; }
  .bp3-tag.bp3-large,
  .bp3-large .bp3-tag{
    font-size:14px;
    line-height:20px;
    min-height:30px;
    min-width:30px;
    padding:5px 10px; }
    .bp3-tag.bp3-large::before,
    .bp3-tag.bp3-large > *,
    .bp3-large .bp3-tag::before,
    .bp3-large .bp3-tag > *{
      margin-right:7px; }
    .bp3-tag.bp3-large:empty::before,
    .bp3-tag.bp3-large > :last-child,
    .bp3-large .bp3-tag:empty::before,
    .bp3-large .bp3-tag > :last-child{
      margin-right:0; }
    .bp3-tag.bp3-large.bp3-round,
    .bp3-large .bp3-tag.bp3-round{
      padding-left:12px;
      padding-right:12px; }
  .bp3-tag.bp3-intent-primary{
    background:#137cbd;
    color:#ffffff; }
    .bp3-tag.bp3-intent-primary.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
        background-color:rgba(19, 124, 189, 0.85); }
      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
        background-color:rgba(19, 124, 189, 0.7); }
  .bp3-tag.bp3-intent-success{
    background:#0f9960;
    color:#ffffff; }
    .bp3-tag.bp3-intent-success.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
        background-color:rgba(15, 153, 96, 0.85); }
      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
        background-color:rgba(15, 153, 96, 0.7); }
  .bp3-tag.bp3-intent-warning{
    background:#d9822b;
    color:#ffffff; }
    .bp3-tag.bp3-intent-warning.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
        background-color:rgba(217, 130, 43, 0.85); }
      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
        background-color:rgba(217, 130, 43, 0.7); }
  .bp3-tag.bp3-intent-danger{
    background:#db3737;
    color:#ffffff; }
    .bp3-tag.bp3-intent-danger.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
        background-color:rgba(219, 55, 55, 0.85); }
      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
        background-color:rgba(219, 55, 55, 0.7); }
  .bp3-tag.bp3-fill{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    width:100%; }
  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
    fill:#5c7080; }
  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
    background-color:rgba(138, 155, 168, 0.2);
    color:#182026; }
    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
        background-color:rgba(92, 112, 128, 0.3); }
      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
        background-color:rgba(92, 112, 128, 0.4); }
    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
      color:#f5f8fa; }
      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
          background-color:rgba(191, 204, 214, 0.3); }
        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
          background-color:rgba(191, 204, 214, 0.4); }
      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
        fill:#a7b6c2; }
  .bp3-tag.bp3-minimal.bp3-intent-primary{
    background-color:rgba(19, 124, 189, 0.15);
    color:#106ba3; }
    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
        background-color:rgba(19, 124, 189, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
        background-color:rgba(19, 124, 189, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
      fill:#137cbd; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
      background-color:rgba(19, 124, 189, 0.25);
      color:#48aff0; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
          background-color:rgba(19, 124, 189, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
          background-color:rgba(19, 124, 189, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-success{
    background-color:rgba(15, 153, 96, 0.15);
    color:#0d8050; }
    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
        background-color:rgba(15, 153, 96, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
        background-color:rgba(15, 153, 96, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
      fill:#0f9960; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
      background-color:rgba(15, 153, 96, 0.25);
      color:#3dcc91; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
          background-color:rgba(15, 153, 96, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
          background-color:rgba(15, 153, 96, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-warning{
    background-color:rgba(217, 130, 43, 0.15);
    color:#bf7326; }
    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
        background-color:rgba(217, 130, 43, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
        background-color:rgba(217, 130, 43, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
      fill:#d9822b; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
      background-color:rgba(217, 130, 43, 0.25);
      color:#ffb366; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
          background-color:rgba(217, 130, 43, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
          background-color:rgba(217, 130, 43, 0.45); }
  .bp3-tag.bp3-minimal.bp3-intent-danger{
    background-color:rgba(219, 55, 55, 0.15);
    color:#c23030; }
    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
      cursor:pointer; }
      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
        background-color:rgba(219, 55, 55, 0.25); }
      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
        background-color:rgba(219, 55, 55, 0.35); }
    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
      fill:#db3737; }
    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
      background-color:rgba(219, 55, 55, 0.25);
      color:#ff7373; }
      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
        cursor:pointer; }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
          background-color:rgba(219, 55, 55, 0.35); }
        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
          background-color:rgba(219, 55, 55, 0.45); }

.bp3-tag-remove{
  background:none;
  border:none;
  color:inherit;
  cursor:pointer;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin-bottom:-2px;
  margin-right:-6px !important;
  margin-top:-2px;
  opacity:0.5;
  padding:2px;
  padding-left:0; }
  .bp3-tag-remove:hover{
    background:none;
    opacity:0.8;
    text-decoration:none; }
  .bp3-tag-remove:active{
    opacity:1; }
  .bp3-tag-remove:empty::before{
    font-family:"Icons16", sans-serif;
    font-size:16px;
    font-style:normal;
    font-weight:400;
    line-height:1;
    -moz-osx-font-smoothing:grayscale;
    -webkit-font-smoothing:antialiased;
    content:""; }
  .bp3-large .bp3-tag-remove{
    margin-right:-10px !important;
    padding:0 5px 0 0; }
    .bp3-large .bp3-tag-remove:empty::before{
      font-family:"Icons20", sans-serif;
      font-size:20px;
      font-style:normal;
      font-weight:400;
      line-height:1; }
.bp3-tag-input{
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  -webkit-box-orient:horizontal;
  -webkit-box-direction:normal;
      -ms-flex-direction:row;
          flex-direction:row;
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  cursor:text;
  height:auto;
  line-height:inherit;
  min-height:30px;
  padding-left:5px;
  padding-right:0; }
  .bp3-tag-input > *{
    -webkit-box-flex:0;
        -ms-flex-positive:0;
            flex-grow:0;
    -ms-flex-negative:0;
        flex-shrink:0; }
  .bp3-tag-input > .bp3-tag-input-values{
    -webkit-box-flex:1;
        -ms-flex-positive:1;
            flex-grow:1;
    -ms-flex-negative:1;
        flex-shrink:1; }
  .bp3-tag-input .bp3-tag-input-icon{
    color:#5c7080;
    margin-left:2px;
    margin-right:7px;
    margin-top:7px; }
  .bp3-tag-input .bp3-tag-input-values{
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex;
    -webkit-box-orient:horizontal;
    -webkit-box-direction:normal;
        -ms-flex-direction:row;
            flex-direction:row;
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    -ms-flex-item-align:stretch;
        align-self:stretch;
    -ms-flex-wrap:wrap;
        flex-wrap:wrap;
    margin-right:7px;
    margin-top:5px;
    min-width:0; }
    .bp3-tag-input .bp3-tag-input-values > *{
      -webkit-box-flex:0;
          -ms-flex-positive:0;
              flex-grow:0;
      -ms-flex-negative:0;
          flex-shrink:0; }
    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
      -webkit-box-flex:1;
          -ms-flex-positive:1;
              flex-grow:1;
      -ms-flex-negative:1;
          flex-shrink:1; }
    .bp3-tag-input .bp3-tag-input-values::before,
    .bp3-tag-input .bp3-tag-input-values > *{
      margin-right:5px; }
    .bp3-tag-input .bp3-tag-input-values:empty::before,
    .bp3-tag-input .bp3-tag-input-values > :last-child{
      margin-right:0; }
    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
      padding-left:5px; }
    .bp3-tag-input .bp3-tag-input-values > *{
      margin-bottom:5px; }
  .bp3-tag-input .bp3-tag{
    overflow-wrap:break-word; }
    .bp3-tag-input .bp3-tag.bp3-active{
      outline:rgba(19, 124, 189, 0.6) auto 2px;
      outline-offset:0;
      -moz-outline-radius:6px; }
  .bp3-tag-input .bp3-input-ghost{
    -webkit-box-flex:1;
        -ms-flex:1 1 auto;
            flex:1 1 auto;
    line-height:20px;
    width:80px; }
    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
      cursor:not-allowed; }
  .bp3-tag-input .bp3-button,
  .bp3-tag-input .bp3-spinner{
    margin:3px;
    margin-left:0; }
  .bp3-tag-input .bp3-button{
    min-height:24px;
    min-width:24px;
    padding:0 7px; }
  .bp3-tag-input.bp3-large{
    height:auto;
    min-height:40px; }
    .bp3-tag-input.bp3-large::before,
    .bp3-tag-input.bp3-large > *{
      margin-right:10px; }
    .bp3-tag-input.bp3-large:empty::before,
    .bp3-tag-input.bp3-large > :last-child{
      margin-right:0; }
    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
      margin-left:5px;
      margin-top:10px; }
    .bp3-tag-input.bp3-large .bp3-input-ghost{
      line-height:30px; }
    .bp3-tag-input.bp3-large .bp3-button{
      min-height:30px;
      min-width:30px;
      padding:5px 10px;
      margin:5px;
      margin-left:0; }
    .bp3-tag-input.bp3-large .bp3-spinner{
      margin:8px;
      margin-left:0; }
  .bp3-tag-input.bp3-active{
    background-color:#ffffff;
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-success{
      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
    .bp3-tag-input.bp3-active.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
    color:#a7b6c2; }
  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
    color:#f5f8fa; }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
      color:rgba(167, 182, 194, 0.6); }
    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
      color:rgba(167, 182, 194, 0.6); }
  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
    background-color:rgba(16, 22, 26, 0.3);
    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }

.bp3-input-ghost{
  background:none;
  border:none;
  -webkit-box-shadow:none;
          box-shadow:none;
  padding:0; }
  .bp3-input-ghost::-webkit-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::-moz-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost:-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::-ms-input-placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost::placeholder{
    color:rgba(92, 112, 128, 0.6);
    opacity:1; }
  .bp3-input-ghost:focus{
    outline:none !important; }
.bp3-toast{
  -webkit-box-align:start;
      -ms-flex-align:start;
          align-items:flex-start;
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  margin:20px 0 0;
  max-width:500px;
  min-width:300px;
  pointer-events:all;
  position:relative !important; }
  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px); }
  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
    -webkit-transform:translateY(0);
            transform:translateY(0);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px); }
  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
    -webkit-transform:translateY(0);
            transform:translateY(0);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
  .bp3-toast.bp3-toast-exit{
    opacity:1;
    -webkit-filter:blur(0);
            filter:blur(0); }
  .bp3-toast.bp3-toast-exit-active{
    opacity:0;
    -webkit-filter:blur(10px);
            filter:blur(10px);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:300ms;
            transition-duration:300ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:opacity, filter;
    transition-property:opacity, filter, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
    -webkit-transform:translateY(0);
            transform:translateY(0); }
  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
    -webkit-transform:translateY(-40px);
            transform:translateY(-40px);
    -webkit-transition-delay:50ms;
            transition-delay:50ms;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-toast .bp3-button-group{
    -webkit-box-flex:0;
        -ms-flex:0 0 auto;
            flex:0 0 auto;
    padding:5px;
    padding-left:0; }
  .bp3-toast > .bp3-icon{
    color:#5c7080;
    margin:12px;
    margin-right:0; }
  .bp3-toast.bp3-dark,
  .bp3-dark .bp3-toast{
    background-color:#394b59;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-toast.bp3-dark > .bp3-icon,
    .bp3-dark .bp3-toast > .bp3-icon{
      color:#a7b6c2; }
  .bp3-toast[class*="bp3-intent-"] a{
    color:rgba(255, 255, 255, 0.7); }
    .bp3-toast[class*="bp3-intent-"] a:hover{
      color:#ffffff; }
  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
    color:#ffffff; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
    color:rgba(255, 255, 255, 0.7) !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
    outline-color:rgba(255, 255, 255, 0.5); }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
    background-color:rgba(255, 255, 255, 0.15) !important;
    color:#ffffff !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
    background-color:rgba(255, 255, 255, 0.3) !important;
    color:#ffffff !important; }
  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
    background:rgba(255, 255, 255, 0.3) !important; }
  .bp3-toast.bp3-intent-primary{
    background-color:#137cbd;
    color:#ffffff; }
  .bp3-toast.bp3-intent-success{
    background-color:#0f9960;
    color:#ffffff; }
  .bp3-toast.bp3-intent-warning{
    background-color:#d9822b;
    color:#ffffff; }
  .bp3-toast.bp3-intent-danger{
    background-color:#db3737;
    color:#ffffff; }

.bp3-toast-message{
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  padding:11px;
  word-break:break-word; }

.bp3-toast-container{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box !important;
  display:-ms-flexbox !important;
  display:flex !important;
  -webkit-box-orient:vertical;
  -webkit-box-direction:normal;
      -ms-flex-direction:column;
          flex-direction:column;
  left:0;
  overflow:hidden;
  padding:0 20px 20px;
  pointer-events:none;
  right:0;
  z-index:40; }
  .bp3-toast-container.bp3-toast-container-in-portal{
    position:fixed; }
  .bp3-toast-container.bp3-toast-container-inline{
    position:absolute; }
  .bp3-toast-container.bp3-toast-container-top{
    top:0; }
  .bp3-toast-container.bp3-toast-container-bottom{
    bottom:0;
    -webkit-box-orient:vertical;
    -webkit-box-direction:reverse;
        -ms-flex-direction:column-reverse;
            flex-direction:column-reverse;
    top:auto; }
  .bp3-toast-container.bp3-toast-container-left{
    -webkit-box-align:start;
        -ms-flex-align:start;
            align-items:flex-start; }
  .bp3-toast-container.bp3-toast-container-right{
    -webkit-box-align:end;
        -ms-flex-align:end;
            align-items:flex-end; }

.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
  -webkit-transform:translateY(60px);
          transform:translateY(60px); }
.bp3-tooltip{
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
  -webkit-transform:scale(1);
          transform:scale(1); }
  .bp3-tooltip .bp3-popover-arrow{
    height:22px;
    position:absolute;
    width:22px; }
    .bp3-tooltip .bp3-popover-arrow::before{
      height:14px;
      margin:4px;
      width:14px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
    margin-bottom:11px;
    margin-top:-11px; }
    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
      bottom:-8px; }
      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(-90deg);
                transform:rotate(-90deg); }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
    margin-left:11px; }
    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
      left:-8px; }
      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(0);
                transform:rotate(0); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
    margin-top:11px; }
    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
      top:-8px; }
      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(90deg);
                transform:rotate(90deg); }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
    margin-left:-11px;
    margin-right:11px; }
    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
      right:-8px; }
      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
        -webkit-transform:rotate(180deg);
                transform:rotate(180deg); }
  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
    top:50%;
    -webkit-transform:translateY(-50%);
            transform:translateY(-50%); }
  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
    right:50%;
    -webkit-transform:translateX(50%);
            transform:translateX(50%); }
  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
    top:-0.22183px; }
  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
    right:-0.22183px; }
  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
    left:-0.22183px; }
  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
    bottom:-0.22183px; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:top left;
            transform-origin:top left; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:top center;
            transform-origin:top center; }
  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:top right;
            transform-origin:top right; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:center left;
            transform-origin:center left; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:center center;
            transform-origin:center center; }
  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:center right;
            transform-origin:center right; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
    -webkit-transform-origin:bottom left;
            transform-origin:bottom left; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
    -webkit-transform-origin:bottom center;
            transform-origin:bottom center; }
  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
    -webkit-transform-origin:bottom right;
            transform-origin:bottom right; }
  .bp3-tooltip .bp3-popover-content{
    background:#394b59;
    color:#f5f8fa; }
  .bp3-tooltip .bp3-popover-arrow::before{
    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
  .bp3-tooltip .bp3-popover-arrow-border{
    fill:#10161a;
    fill-opacity:0.1; }
  .bp3-tooltip .bp3-popover-arrow-fill{
    fill:#394b59; }
  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
    -webkit-transform:scale(0.8);
            transform:scale(0.8); }
  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
    -webkit-transform:scale(1);
            transform:scale(1);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-popover-exit > .bp3-tooltip{
    -webkit-transform:scale(1);
            transform:scale(1); }
  .bp3-popover-exit-active > .bp3-tooltip{
    -webkit-transform:scale(0.8);
            transform:scale(0.8);
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:100ms;
            transition-duration:100ms;
    -webkit-transition-property:-webkit-transform;
    transition-property:-webkit-transform;
    transition-property:transform;
    transition-property:transform, -webkit-transform;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tooltip .bp3-popover-content{
    padding:10px 12px; }
  .bp3-tooltip.bp3-dark,
  .bp3-dark .bp3-tooltip{
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
    .bp3-tooltip.bp3-dark .bp3-popover-content,
    .bp3-dark .bp3-tooltip .bp3-popover-content{
      background:#e1e8ed;
      color:#394b59; }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
      fill:#10161a;
      fill-opacity:0.2; }
    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
      fill:#e1e8ed; }
  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
    background:#137cbd;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
    fill:#137cbd; }
  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
    background:#0f9960;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
    fill:#0f9960; }
  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
    background:#d9822b;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
    fill:#d9822b; }
  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
    background:#db3737;
    color:#ffffff; }
  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
    fill:#db3737; }

.bp3-tooltip-indicator{
  border-bottom:dotted 1px;
  cursor:help; }
.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
  color:#5c7080; }
  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
    color:#137cbd; }
  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
    color:#0f9960; }
  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
    color:#d9822b; }
  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
    color:#db3737; }

.bp3-tree-node-list{
  list-style:none;
  margin:0;
  padding-left:0; }

.bp3-tree-root{
  background-color:transparent;
  cursor:default;
  padding-left:0;
  position:relative; }

.bp3-tree-node-content-0{
  padding-left:0px; }

.bp3-tree-node-content-1{
  padding-left:23px; }

.bp3-tree-node-content-2{
  padding-left:46px; }

.bp3-tree-node-content-3{
  padding-left:69px; }

.bp3-tree-node-content-4{
  padding-left:92px; }

.bp3-tree-node-content-5{
  padding-left:115px; }

.bp3-tree-node-content-6{
  padding-left:138px; }

.bp3-tree-node-content-7{
  padding-left:161px; }

.bp3-tree-node-content-8{
  padding-left:184px; }

.bp3-tree-node-content-9{
  padding-left:207px; }

.bp3-tree-node-content-10{
  padding-left:230px; }

.bp3-tree-node-content-11{
  padding-left:253px; }

.bp3-tree-node-content-12{
  padding-left:276px; }

.bp3-tree-node-content-13{
  padding-left:299px; }

.bp3-tree-node-content-14{
  padding-left:322px; }

.bp3-tree-node-content-15{
  padding-left:345px; }

.bp3-tree-node-content-16{
  padding-left:368px; }

.bp3-tree-node-content-17{
  padding-left:391px; }

.bp3-tree-node-content-18{
  padding-left:414px; }

.bp3-tree-node-content-19{
  padding-left:437px; }

.bp3-tree-node-content-20{
  padding-left:460px; }

.bp3-tree-node-content{
  -webkit-box-align:center;
      -ms-flex-align:center;
          align-items:center;
  display:-webkit-box;
  display:-ms-flexbox;
  display:flex;
  height:30px;
  padding-right:5px;
  width:100%; }
  .bp3-tree-node-content:hover{
    background-color:rgba(191, 204, 214, 0.4); }

.bp3-tree-node-caret,
.bp3-tree-node-caret-none{
  min-width:30px; }

.bp3-tree-node-caret{
  color:#5c7080;
  cursor:pointer;
  padding:7px;
  -webkit-transform:rotate(0deg);
          transform:rotate(0deg);
  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-tree-node-caret:hover{
    color:#182026; }
  .bp3-dark .bp3-tree-node-caret{
    color:#a7b6c2; }
    .bp3-dark .bp3-tree-node-caret:hover{
      color:#f5f8fa; }
  .bp3-tree-node-caret.bp3-tree-node-caret-open{
    -webkit-transform:rotate(90deg);
            transform:rotate(90deg); }
  .bp3-tree-node-caret.bp3-icon-standard::before{
    content:""; }

.bp3-tree-node-icon{
  margin-right:7px;
  position:relative; }

.bp3-tree-node-label{
  overflow:hidden;
  text-overflow:ellipsis;
  white-space:nowrap;
  word-wrap:normal;
  -webkit-box-flex:1;
      -ms-flex:1 1 auto;
          flex:1 1 auto;
  position:relative;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-tree-node-label span{
    display:inline; }

.bp3-tree-node-secondary-label{
  padding:0 5px;
  -webkit-user-select:none;
     -moz-user-select:none;
      -ms-user-select:none;
          user-select:none; }
  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
  .bp3-tree-node-secondary-label .bp3-popover-target{
    -webkit-box-align:center;
        -ms-flex-align:center;
            align-items:center;
    display:-webkit-box;
    display:-ms-flexbox;
    display:flex; }

.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
  background-color:inherit;
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
  color:rgba(92, 112, 128, 0.6);
  cursor:not-allowed; }

.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
  background-color:#137cbd; }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
    color:#ffffff; }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
    color:rgba(255, 255, 255, 0.7); }
  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
    color:#ffffff; }

.bp3-dark .bp3-tree-node-content:hover{
  background-color:rgba(92, 112, 128, 0.3); }

.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
  color:#a7b6c2; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
    color:#137cbd; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
    color:#0f9960; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
    color:#d9822b; }
  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
    color:#db3737; }

.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
  background-color:#137cbd; }
.bp3-omnibar{
  -webkit-filter:blur(0);
          filter:blur(0);
  opacity:1;
  background-color:#ffffff;
  border-radius:3px;
  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
  left:calc(50% - 250px);
  top:20vh;
  width:500px;
  z-index:21; }
  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
    -webkit-filter:blur(20px);
            filter:blur(20px);
    opacity:0.2; }
  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
    -webkit-filter:blur(0);
            filter:blur(0);
    opacity:1;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:filter, opacity;
    transition-property:filter, opacity, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-omnibar.bp3-overlay-exit{
    -webkit-filter:blur(0);
            filter:blur(0);
    opacity:1; }
  .bp3-omnibar.bp3-overlay-exit-active{
    -webkit-filter:blur(20px);
            filter:blur(20px);
    opacity:0.2;
    -webkit-transition-delay:0;
            transition-delay:0;
    -webkit-transition-duration:200ms;
            transition-duration:200ms;
    -webkit-transition-property:opacity, -webkit-filter;
    transition-property:opacity, -webkit-filter;
    transition-property:filter, opacity;
    transition-property:filter, opacity, -webkit-filter;
    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
  .bp3-omnibar .bp3-input{
    background-color:transparent;
    border-radius:0; }
    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
      -webkit-box-shadow:none;
              box-shadow:none; }
  .bp3-omnibar .bp3-menu{
    background-color:transparent;
    border-radius:0;
    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
    max-height:calc(60vh - 40px);
    overflow:auto; }
    .bp3-omnibar .bp3-menu:empty{
      display:none; }
  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
    background-color:#30404d;
    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }

.bp3-omnibar-overlay .bp3-overlay-backdrop{
  background-color:rgba(16, 22, 26, 0.2); }

.bp3-select-popover .bp3-popover-content{
  padding:5px; }

.bp3-select-popover .bp3-input-group{
  margin-bottom:0; }

.bp3-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto;
  padding:0; }
  .bp3-select-popover .bp3-menu:not(:first-child){
    padding-top:5px; }

.bp3-multi-select{
  min-width:150px; }

.bp3-multi-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto; }

.bp3-select-popover .bp3-popover-content{
  padding:5px; }

.bp3-select-popover .bp3-input-group{
  margin-bottom:0; }

.bp3-select-popover .bp3-menu{
  max-height:300px;
  max-width:400px;
  overflow:auto;
  padding:0; }
  .bp3-select-popover .bp3-menu:not(:first-child){
    padding-top:5px; }
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

/* Icons urls */

:root {
  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-bug: url(data:image/svg+xml;base64,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);
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  --jp-icon-react: url(data:image/svg+xml;base64,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);
  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
  --jp-icon-regex: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi1hY2NlbnQyIiBmaWxsPSIjRkZGIj4KICAgIDxjaXJjbGUgY2xhc3M9InN0MiIgY3g9IjUuNSIgY3k9IjE0LjUiIHI9IjEuNSIvPgogICAgPHJlY3QgeD0iMTIiIHk9IjQiIGNsYXNzPSJzdDIiIHdpZHRoPSIxIiBoZWlnaHQ9IjgiLz4KICAgIDxyZWN0IHg9IjguNSIgeT0iNy41IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjg2NiAtMC41IDAuNSAwLjg2NiAtMi4zMjU1IDcuMzIxOSkiIGNsYXNzPSJzdDIiIHdpZHRoPSI4IiBoZWlnaHQ9IjEiLz4KICAgIDxyZWN0IHg9IjEyIiB5PSI0IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjUgLTAuODY2IDAuODY2IDAuNSAtMC42Nzc5IDE0LjgyNTIpIiBjbGFzcz0ic3QyIiB3aWR0aD0iMSIgaGVpZ2h0PSI4Ii8+CiAgPC9nPgo8L3N2Zz4K);
  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
  --jp-icon-search: url(data:image/svg+xml;base64,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);
  --jp-icon-settings: url(data:image/svg+xml;base64,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);
  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
  --jp-icon-tag: url(data:image/svg+xml;base64,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);
  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
  --jp-icon-toc: url(data:image/svg+xml;base64,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);
  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
}

/* Icon CSS class declarations */

.jp-AddIcon {
  background-image: var(--jp-icon-add);
}
.jp-BugIcon {
  background-image: var(--jp-icon-bug);
}
.jp-BuildIcon {
  background-image: var(--jp-icon-build);
}
.jp-CaretDownEmptyIcon {
  background-image: var(--jp-icon-caret-down-empty);
}
.jp-CaretDownEmptyThinIcon {
  background-image: var(--jp-icon-caret-down-empty-thin);
}
.jp-CaretDownIcon {
  background-image: var(--jp-icon-caret-down);
}
.jp-CaretLeftIcon {
  background-image: var(--jp-icon-caret-left);
}
.jp-CaretRightIcon {
  background-image: var(--jp-icon-caret-right);
}
.jp-CaretUpEmptyThinIcon {
  background-image: var(--jp-icon-caret-up-empty-thin);
}
.jp-CaretUpIcon {
  background-image: var(--jp-icon-caret-up);
}
.jp-CaseSensitiveIcon {
  background-image: var(--jp-icon-case-sensitive);
}
.jp-CheckIcon {
  background-image: var(--jp-icon-check);
}
.jp-CircleEmptyIcon {
  background-image: var(--jp-icon-circle-empty);
}
.jp-CircleIcon {
  background-image: var(--jp-icon-circle);
}
.jp-ClearIcon {
  background-image: var(--jp-icon-clear);
}
.jp-CloseIcon {
  background-image: var(--jp-icon-close);
}
.jp-CodeIcon {
  background-image: var(--jp-icon-code);
}
.jp-ConsoleIcon {
  background-image: var(--jp-icon-console);
}
.jp-CopyIcon {
  background-image: var(--jp-icon-copy);
}
.jp-CopyrightIcon {
  background-image: var(--jp-icon-copyright);
}
.jp-CutIcon {
  background-image: var(--jp-icon-cut);
}
.jp-DownloadIcon {
  background-image: var(--jp-icon-download);
}
.jp-EditIcon {
  background-image: var(--jp-icon-edit);
}
.jp-EllipsesIcon {
  background-image: var(--jp-icon-ellipses);
}
.jp-ExtensionIcon {
  background-image: var(--jp-icon-extension);
}
.jp-FastForwardIcon {
  background-image: var(--jp-icon-fast-forward);
}
.jp-FileIcon {
  background-image: var(--jp-icon-file);
}
.jp-FileUploadIcon {
  background-image: var(--jp-icon-file-upload);
}
.jp-FilterListIcon {
  background-image: var(--jp-icon-filter-list);
}
.jp-FolderIcon {
  background-image: var(--jp-icon-folder);
}
.jp-Html5Icon {
  background-image: var(--jp-icon-html5);
}
.jp-ImageIcon {
  background-image: var(--jp-icon-image);
}
.jp-InspectorIcon {
  background-image: var(--jp-icon-inspector);
}
.jp-JsonIcon {
  background-image: var(--jp-icon-json);
}
.jp-JuliaIcon {
  background-image: var(--jp-icon-julia);
}
.jp-JupyterFaviconIcon {
  background-image: var(--jp-icon-jupyter-favicon);
}
.jp-JupyterIcon {
  background-image: var(--jp-icon-jupyter);
}
.jp-JupyterlabWordmarkIcon {
  background-image: var(--jp-icon-jupyterlab-wordmark);
}
.jp-KernelIcon {
  background-image: var(--jp-icon-kernel);
}
.jp-KeyboardIcon {
  background-image: var(--jp-icon-keyboard);
}
.jp-LauncherIcon {
  background-image: var(--jp-icon-launcher);
}
.jp-LineFormIcon {
  background-image: var(--jp-icon-line-form);
}
.jp-LinkIcon {
  background-image: var(--jp-icon-link);
}
.jp-ListIcon {
  background-image: var(--jp-icon-list);
}
.jp-ListingsInfoIcon {
  background-image: var(--jp-icon-listings-info);
}
.jp-MarkdownIcon {
  background-image: var(--jp-icon-markdown);
}
.jp-NewFolderIcon {
  background-image: var(--jp-icon-new-folder);
}
.jp-NotTrustedIcon {
  background-image: var(--jp-icon-not-trusted);
}
.jp-NotebookIcon {
  background-image: var(--jp-icon-notebook);
}
.jp-NumberingIcon {
  background-image: var(--jp-icon-numbering);
}
.jp-OfflineBoltIcon {
  background-image: var(--jp-icon-offline-bolt);
}
.jp-PaletteIcon {
  background-image: var(--jp-icon-palette);
}
.jp-PasteIcon {
  background-image: var(--jp-icon-paste);
}
.jp-PdfIcon {
  background-image: var(--jp-icon-pdf);
}
.jp-PythonIcon {
  background-image: var(--jp-icon-python);
}
.jp-RKernelIcon {
  background-image: var(--jp-icon-r-kernel);
}
.jp-ReactIcon {
  background-image: var(--jp-icon-react);
}
.jp-RedoIcon {
  background-image: var(--jp-icon-redo);
}
.jp-RefreshIcon {
  background-image: var(--jp-icon-refresh);
}
.jp-RegexIcon {
  background-image: var(--jp-icon-regex);
}
.jp-RunIcon {
  background-image: var(--jp-icon-run);
}
.jp-RunningIcon {
  background-image: var(--jp-icon-running);
}
.jp-SaveIcon {
  background-image: var(--jp-icon-save);
}
.jp-SearchIcon {
  background-image: var(--jp-icon-search);
}
.jp-SettingsIcon {
  background-image: var(--jp-icon-settings);
}
.jp-SpreadsheetIcon {
  background-image: var(--jp-icon-spreadsheet);
}
.jp-StopIcon {
  background-image: var(--jp-icon-stop);
}
.jp-TabIcon {
  background-image: var(--jp-icon-tab);
}
.jp-TableRowsIcon {
  background-image: var(--jp-icon-table-rows);
}
.jp-TagIcon {
  background-image: var(--jp-icon-tag);
}
.jp-TerminalIcon {
  background-image: var(--jp-icon-terminal);
}
.jp-TextEditorIcon {
  background-image: var(--jp-icon-text-editor);
}
.jp-TocIcon {
  background-image: var(--jp-icon-toc);
}
.jp-TreeViewIcon {
  background-image: var(--jp-icon-tree-view);
}
.jp-TrustedIcon {
  background-image: var(--jp-icon-trusted);
}
.jp-UndoIcon {
  background-image: var(--jp-icon-undo);
}
.jp-VegaIcon {
  background-image: var(--jp-icon-vega);
}
.jp-YamlIcon {
  background-image: var(--jp-icon-yaml);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * (DEPRECATED) Support for consuming icons as CSS background images
 */

.jp-Icon,
.jp-MaterialIcon {
  background-position: center;
  background-repeat: no-repeat;
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-cover {
  background-position: center;
  background-repeat: no-repeat;
  background-size: cover;
}

/**
 * (DEPRECATED) Support for specific CSS icon sizes
 */

.jp-Icon-16 {
  background-size: 16px;
  min-width: 16px;
  min-height: 16px;
}

.jp-Icon-18 {
  background-size: 18px;
  min-width: 18px;
  min-height: 18px;
}

.jp-Icon-20 {
  background-size: 20px;
  min-width: 20px;
  min-height: 20px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for icons as inline SVG HTMLElements
 */

/* recolor the primary elements of an icon */
.jp-icon0[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon1[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon2[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon3[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}
/* recolor the accent elements of an icon */
.jp-icon-accent0[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-accent1[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-accent2[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-accent3[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-accent4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-accent0[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-accent1[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-accent2[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-accent3[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-accent4[stroke] {
  stroke: var(--jp-layout-color4);
}
/* set the color of an icon to transparent */
.jp-icon-none[fill] {
  fill: none;
}

.jp-icon-none[stroke] {
  stroke: none;
}
/* brand icon colors. Same for light and dark */
.jp-icon-brand0[fill] {
  fill: var(--jp-brand-color0);
}
.jp-icon-brand1[fill] {
  fill: var(--jp-brand-color1);
}
.jp-icon-brand2[fill] {
  fill: var(--jp-brand-color2);
}
.jp-icon-brand3[fill] {
  fill: var(--jp-brand-color3);
}
.jp-icon-brand4[fill] {
  fill: var(--jp-brand-color4);
}

.jp-icon-brand0[stroke] {
  stroke: var(--jp-brand-color0);
}
.jp-icon-brand1[stroke] {
  stroke: var(--jp-brand-color1);
}
.jp-icon-brand2[stroke] {
  stroke: var(--jp-brand-color2);
}
.jp-icon-brand3[stroke] {
  stroke: var(--jp-brand-color3);
}
.jp-icon-brand4[stroke] {
  stroke: var(--jp-brand-color4);
}
/* warn icon colors. Same for light and dark */
.jp-icon-warn0[fill] {
  fill: var(--jp-warn-color0);
}
.jp-icon-warn1[fill] {
  fill: var(--jp-warn-color1);
}
.jp-icon-warn2[fill] {
  fill: var(--jp-warn-color2);
}
.jp-icon-warn3[fill] {
  fill: var(--jp-warn-color3);
}

.jp-icon-warn0[stroke] {
  stroke: var(--jp-warn-color0);
}
.jp-icon-warn1[stroke] {
  stroke: var(--jp-warn-color1);
}
.jp-icon-warn2[stroke] {
  stroke: var(--jp-warn-color2);
}
.jp-icon-warn3[stroke] {
  stroke: var(--jp-warn-color3);
}
/* icon colors that contrast well with each other and most backgrounds */
.jp-icon-contrast0[fill] {
  fill: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[fill] {
  fill: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[fill] {
  fill: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[fill] {
  fill: var(--jp-icon-contrast-color3);
}

.jp-icon-contrast0[stroke] {
  stroke: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[stroke] {
  stroke: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[stroke] {
  stroke: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[stroke] {
  stroke: var(--jp-icon-contrast-color3);
}

/* CSS for icons in selected items in the settings editor */
#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}
#setting-editor
  .jp-PluginList
  .jp-mod-selected
  .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* CSS for icons in selected filebrowser listing items */
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}

/* CSS for icons in selected tabs in the sidebar tab manager */
#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
  fill: #fff;
}

#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}
#tab-manager
  .lm-TabBar-tab.jp-mod-active
  .jp-icon-hover
  :hover
  .jp-icon-selectable[fill] {
  fill: var(--jp-brand-color1);
}

#tab-manager
  .lm-TabBar-tab.jp-mod-active
  .jp-icon-hover
  :hover
  .jp-icon-selectable-inverse[fill] {
  fill: #fff;
}

/**
 * TODO: come up with non css-hack solution for showing the busy icon on top
 *  of the close icon
 * CSS for complex behavior of close icon of tabs in the sidebar tab manager
 */
#tab-manager
  .lm-TabBar-tab.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon3[fill] {
  fill: none;
}
#tab-manager
  .lm-TabBar-tab.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: var(--jp-inverse-layout-color3);
}

#tab-manager
  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: #fff;
}

/**
* TODO: come up with non css-hack solution for showing the busy icon on top
*  of the close icon
* CSS for complex behavior of close icon of tabs in the main area tabbar
*/
.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon3[fill] {
  fill: none;
}
.lm-DockPanel-tabBar
  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
  > .lm-TabBar-tabCloseIcon
  > :not(:hover)
  > .jp-icon-busy[fill] {
  fill: var(--jp-inverse-layout-color3);
}

/* CSS for icons in status bar */
#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
  fill: #fff;
}

#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
  fill: var(--jp-brand-color1);
}
/* special handling for splash icon CSS. While the theme CSS reloads during
   splash, the splash icon can loose theming. To prevent that, we set a
   default for its color variable */
:root {
  --jp-warn-color0: var(--md-orange-700);
}

/* not sure what to do with this one, used in filebrowser listing */
.jp-DragIcon {
  margin-right: 4px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/**
 * Support for alt colors for icons as inline SVG HTMLElements
 */

/* alt recolor the primary elements of an icon */
.jp-icon-alt .jp-icon0[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-alt .jp-icon0[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[stroke] {
  stroke: var(--jp-layout-color4);
}

/* alt recolor the accent elements of an icon */
.jp-icon-alt .jp-icon-accent0[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-alt .jp-icon-accent0[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-icon-hoverShow:not(:hover) svg {
  display: none !important;
}

/**
 * Support for hover colors for icons as inline SVG HTMLElements
 */

/**
 * regular colors
 */

/* recolor the primary elements of an icon */
.jp-icon-hover :hover .jp-icon0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/* recolor the accent elements of an icon */
.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* set the color of an icon to transparent */
.jp-icon-hover :hover .jp-icon-none-hover[fill] {
  fill: none;
}

.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
  stroke: none;
}

/**
 * inverse colors
 */

/* inverse recolor the primary elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
  fill: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
  fill: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
  fill: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
  fill: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
  fill: var(--jp-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
  stroke: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
  stroke: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
  stroke: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
  stroke: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
  stroke: var(--jp-layout-color4);
}

/* inverse recolor the accent elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
  fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
  fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
  fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
  fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
  fill: var(--jp-inverse-layout-color4);
}

.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
  stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
  stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
  stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
  stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
  stroke: var(--jp-inverse-layout-color4);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-switch {
  display: flex;
  align-items: center;
  padding-left: 4px;
  padding-right: 4px;
  font-size: var(--jp-ui-font-size1);
  background-color: transparent;
  color: var(--jp-ui-font-color1);
  border: none;
  height: 20px;
}

.jp-switch:hover {
  background-color: var(--jp-layout-color2);
}

.jp-switch-label {
  margin-right: 5px;
}

.jp-switch-track {
  cursor: pointer;
  background-color: var(--jp-border-color1);
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 34px;
  height: 16px;
  width: 35px;
  position: relative;
}

.jp-switch-track::before {
  content: '';
  position: absolute;
  height: 10px;
  width: 10px;
  margin: 3px;
  left: 0px;
  background-color: var(--jp-ui-inverse-font-color1);
  -webkit-transition: 0.4s;
  transition: 0.4s;
  border-radius: 50%;
}

.jp-switch[aria-checked='true'] .jp-switch-track {
  background-color: var(--jp-warn-color0);
}

.jp-switch[aria-checked='true'] .jp-switch-track::before {
  /* track width (35) - margins (3 + 3) - thumb width (10) */
  left: 19px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/* Sibling imports */

/* Override Blueprint's _reset.scss styles */
html {
  box-sizing: unset;
}

*,
*::before,
*::after {
  box-sizing: unset;
}

body {
  color: unset;
  font-family: var(--jp-ui-font-family);
}

p {
  margin-top: unset;
  margin-bottom: unset;
}

small {
  font-size: unset;
}

strong {
  font-weight: unset;
}

/* Override Blueprint's _typography.scss styles */
a {
  text-decoration: unset;
  color: unset;
}
a:hover {
  text-decoration: unset;
  color: unset;
}

/* Override Blueprint's _accessibility.scss styles */
:focus {
  outline: unset;
  outline-offset: unset;
  -moz-outline-radius: unset;
}

/* Styles for ui-components */
.jp-Button {
  border-radius: var(--jp-border-radius);
  padding: 0px 12px;
  font-size: var(--jp-ui-font-size1);
}

/* Use our own theme for hover styles */
button.jp-Button.bp3-button.bp3-minimal:hover {
  background-color: var(--jp-layout-color2);
}
.jp-Button.minimal {
  color: unset !important;
}

.jp-Button.jp-ToolbarButtonComponent {
  text-transform: none;
}

.jp-InputGroup input {
  box-sizing: border-box;
  border-radius: 0;
  background-color: transparent;
  color: var(--jp-ui-font-color0);
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}

.jp-InputGroup input:focus {
  box-shadow: inset 0 0 0 var(--jp-border-width)
      var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-InputGroup input::placeholder,
input::placeholder {
  color: var(--jp-ui-font-color3);
}

.jp-BPIcon {
  display: inline-block;
  vertical-align: middle;
  margin: auto;
}

/* Stop blueprint futzing with our icon fills */
.bp3-icon.jp-BPIcon > svg:not([fill]) {
  fill: var(--jp-inverse-layout-color3);
}

.jp-InputGroupAction {
  padding: 6px;
}

.jp-HTMLSelect.jp-DefaultStyle select {
  background-color: initial;
  border: none;
  border-radius: 0;
  box-shadow: none;
  color: var(--jp-ui-font-color0);
  display: block;
  font-size: var(--jp-ui-font-size1);
  height: 24px;
  line-height: 14px;
  padding: 0 25px 0 10px;
  text-align: left;
  -moz-appearance: none;
  -webkit-appearance: none;
}

/* Use our own theme for hover and option styles */
.jp-HTMLSelect.jp-DefaultStyle select:hover,
.jp-HTMLSelect.jp-DefaultStyle select > option {
  background-color: var(--jp-layout-color2);
  color: var(--jp-ui-font-color0);
}
select {
  box-sizing: border-box;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapse {
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-top: 1px solid var(--jp-border-color2);
  border-bottom: 1px solid var(--jp-border-color2);
}

.jp-Collapse-header {
  padding: 1px 12px;
  color: var(--jp-ui-font-color1);
  background-color: var(--jp-layout-color1);
  font-size: var(--jp-ui-font-size2);
}

.jp-Collapse-header:hover {
  background-color: var(--jp-layout-color2);
}

.jp-Collapse-contents {
  padding: 0px 12px 0px 12px;
  background-color: var(--jp-layout-color1);
  color: var(--jp-ui-font-color1);
  overflow: auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-commandpalette-search-height: 28px;
}

/*-----------------------------------------------------------------------------
| Overall styles
|----------------------------------------------------------------------------*/

.lm-CommandPalette {
  padding-bottom: 0px;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Modal variant
|----------------------------------------------------------------------------*/

.jp-ModalCommandPalette {
  position: absolute;
  z-index: 10000;
  top: 38px;
  left: 30%;
  margin: 0;
  padding: 4px;
  width: 40%;
  box-shadow: var(--jp-elevation-z4);
  border-radius: 4px;
  background: var(--jp-layout-color0);
}

.jp-ModalCommandPalette .lm-CommandPalette {
  max-height: 40vh;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
  display: none;
}

.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
  margin-left: 4px;
  margin-right: 4px;
}

.jp-ModalCommandPalette
  .lm-CommandPalette
  .lm-CommandPalette-item.lm-mod-disabled {
  display: none;
}

/*-----------------------------------------------------------------------------
| Search
|----------------------------------------------------------------------------*/

.lm-CommandPalette-search {
  padding: 4px;
  background-color: var(--jp-layout-color1);
  z-index: 2;
}

.lm-CommandPalette-wrapper {
  overflow: overlay;
  padding: 0px 9px;
  background-color: var(--jp-input-active-background);
  height: 30px;
  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}

.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}

.jp-SearchIconGroup {
  color: white;
  background-color: var(--jp-brand-color1);
  position: absolute;
  top: 4px;
  right: 4px;
  padding: 5px 5px 1px 5px;
}

.jp-SearchIconGroup svg {
  height: 20px;
  width: 20px;
}

.jp-SearchIconGroup .jp-icon3[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-input {
  background: transparent;
  width: calc(100% - 18px);
  float: left;
  border: none;
  outline: none;
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  line-height: var(--jp-private-commandpalette-search-height);
}

.lm-CommandPalette-input::-webkit-input-placeholder,
.lm-CommandPalette-input::-moz-placeholder,
.lm-CommandPalette-input:-ms-input-placeholder {
  color: var(--jp-ui-font-color2);
  font-size: var(--jp-ui-font-size1);
}

/*-----------------------------------------------------------------------------
| Results
|----------------------------------------------------------------------------*/

.lm-CommandPalette-header:first-child {
  margin-top: 0px;
}

.lm-CommandPalette-header {
  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
  color: var(--jp-ui-font-color1);
  cursor: pointer;
  display: flex;
  font-size: var(--jp-ui-font-size0);
  font-weight: 600;
  letter-spacing: 1px;
  margin-top: 8px;
  padding: 8px 0 8px 12px;
  text-transform: uppercase;
}

.lm-CommandPalette-header.lm-mod-active {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-header > mark {
  background-color: transparent;
  font-weight: bold;
  color: var(--jp-ui-font-color1);
}

.lm-CommandPalette-item {
  padding: 4px 12px 4px 4px;
  color: var(--jp-ui-font-color1);
  font-size: var(--jp-ui-font-size1);
  font-weight: 400;
  display: flex;
}

.lm-CommandPalette-item.lm-mod-disabled {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item.lm-mod-active {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-inverse-font-color0);
}

.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
  fill: var(--jp-layout-color0);
}

.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-inverse-font-color0);
}

.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
  background: var(--jp-layout-color2);
}

.lm-CommandPalette-itemContent {
  overflow: hidden;
}

.lm-CommandPalette-itemLabel > mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.lm-CommandPalette-item.lm-mod-disabled mark {
  color: var(--jp-ui-font-color2);
}

.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
  margin: 0 4px 0 0;
  position: relative;
  width: 16px;
  top: 2px;
  flex: 0 0 auto;
}

.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
  opacity: 0.6;
}

.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
  flex: 0 0 auto;
}

.lm-CommandPalette-itemCaption {
  display: none;
}

.lm-CommandPalette-content {
  background-color: var(--jp-layout-color1);
}

.lm-CommandPalette-content:empty:after {
  content: 'No results';
  margin: auto;
  margin-top: 20px;
  width: 100px;
  display: block;
  font-size: var(--jp-ui-font-size2);
  font-family: var(--jp-ui-font-family);
  font-weight: lighter;
}

.lm-CommandPalette-emptyMessage {
  text-align: center;
  margin-top: 24px;
  line-height: 1.32;
  padding: 0px 8px;
  color: var(--jp-content-font-color3);
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Dialog {
  position: absolute;
  z-index: 10000;
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  top: 0px;
  left: 0px;
  margin: 0;
  padding: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-dialog-background);
}

.jp-Dialog-content {
  display: flex;
  flex-direction: column;
  margin-left: auto;
  margin-right: auto;
  background: var(--jp-layout-color1);
  padding: 24px;
  padding-bottom: 12px;
  min-width: 300px;
  min-height: 150px;
  max-width: 1000px;
  max-height: 500px;
  box-sizing: border-box;
  box-shadow: var(--jp-elevation-z20);
  word-wrap: break-word;
  border-radius: var(--jp-border-radius);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color1);
  resize: both;
}

.jp-Dialog-button {
  overflow: visible;
}

button.jp-Dialog-button:focus {
  outline: 1px solid var(--jp-brand-color1);
  outline-offset: 4px;
  -moz-outline-radius: 0px;
}

button.jp-Dialog-button:focus::-moz-focus-inner {
  border: 0;
}

button.jp-Dialog-close-button {
  padding: 0;
  height: 100%;
  min-width: unset;
  min-height: unset;
}

.jp-Dialog-header {
  display: flex;
  justify-content: space-between;
  flex: 0 0 auto;
  padding-bottom: 12px;
  font-size: var(--jp-ui-font-size3);
  font-weight: 400;
  color: var(--jp-ui-font-color0);
}

.jp-Dialog-body {
  display: flex;
  flex-direction: column;
  flex: 1 1 auto;
  font-size: var(--jp-ui-font-size1);
  background: var(--jp-layout-color1);
  overflow: auto;
}

.jp-Dialog-footer {
  display: flex;
  flex-direction: row;
  justify-content: flex-end;
  flex: 0 0 auto;
  margin-left: -12px;
  margin-right: -12px;
  padding: 12px;
}

.jp-Dialog-title {
  overflow: hidden;
  white-space: nowrap;
  text-overflow: ellipsis;
}

.jp-Dialog-body > .jp-select-wrapper {
  width: 100%;
}

.jp-Dialog-body > button {
  padding: 0px 16px;
}

.jp-Dialog-body > label {
  line-height: 1.4;
  color: var(--jp-ui-font-color0);
}

.jp-Dialog-button.jp-mod-styled:not(:last-child) {
  margin-right: 12px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-HoverBox {
  position: fixed;
}

.jp-HoverBox.jp-mod-outofview {
  display: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-IFrame {
  width: 100%;
  height: 100%;
}

.jp-IFrame > iframe {
  border: none;
}

/*
When drag events occur, `p-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-IFrame {
  position: relative;
}

body.lm-mod-override-cursor .jp-IFrame:before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

.jp-Input-Boolean-Dialog {
  flex-direction: row-reverse;
  align-items: end;
  width: 100%;
}

.jp-Input-Boolean-Dialog > label {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MainAreaWidget > :focus {
  outline: none;
}

/**
 * google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 */
:root {
  --md-red-50: #ffebee;
  --md-red-100: #ffcdd2;
  --md-red-200: #ef9a9a;
  --md-red-300: #e57373;
  --md-red-400: #ef5350;
  --md-red-500: #f44336;
  --md-red-600: #e53935;
  --md-red-700: #d32f2f;
  --md-red-800: #c62828;
  --md-red-900: #b71c1c;
  --md-red-A100: #ff8a80;
  --md-red-A200: #ff5252;
  --md-red-A400: #ff1744;
  --md-red-A700: #d50000;

  --md-pink-50: #fce4ec;
  --md-pink-100: #f8bbd0;
  --md-pink-200: #f48fb1;
  --md-pink-300: #f06292;
  --md-pink-400: #ec407a;
  --md-pink-500: #e91e63;
  --md-pink-600: #d81b60;
  --md-pink-700: #c2185b;
  --md-pink-800: #ad1457;
  --md-pink-900: #880e4f;
  --md-pink-A100: #ff80ab;
  --md-pink-A200: #ff4081;
  --md-pink-A400: #f50057;
  --md-pink-A700: #c51162;

  --md-purple-50: #f3e5f5;
  --md-purple-100: #e1bee7;
  --md-purple-200: #ce93d8;
  --md-purple-300: #ba68c8;
  --md-purple-400: #ab47bc;
  --md-purple-500: #9c27b0;
  --md-purple-600: #8e24aa;
  --md-purple-700: #7b1fa2;
  --md-purple-800: #6a1b9a;
  --md-purple-900: #4a148c;
  --md-purple-A100: #ea80fc;
  --md-purple-A200: #e040fb;
  --md-purple-A400: #d500f9;
  --md-purple-A700: #aa00ff;

  --md-deep-purple-50: #ede7f6;
  --md-deep-purple-100: #d1c4e9;
  --md-deep-purple-200: #b39ddb;
  --md-deep-purple-300: #9575cd;
  --md-deep-purple-400: #7e57c2;
  --md-deep-purple-500: #673ab7;
  --md-deep-purple-600: #5e35b1;
  --md-deep-purple-700: #512da8;
  --md-deep-purple-800: #4527a0;
  --md-deep-purple-900: #311b92;
  --md-deep-purple-A100: #b388ff;
  --md-deep-purple-A200: #7c4dff;
  --md-deep-purple-A400: #651fff;
  --md-deep-purple-A700: #6200ea;

  --md-indigo-50: #e8eaf6;
  --md-indigo-100: #c5cae9;
  --md-indigo-200: #9fa8da;
  --md-indigo-300: #7986cb;
  --md-indigo-400: #5c6bc0;
  --md-indigo-500: #3f51b5;
  --md-indigo-600: #3949ab;
  --md-indigo-700: #303f9f;
  --md-indigo-800: #283593;
  --md-indigo-900: #1a237e;
  --md-indigo-A100: #8c9eff;
  --md-indigo-A200: #536dfe;
  --md-indigo-A400: #3d5afe;
  --md-indigo-A700: #304ffe;

  --md-blue-50: #e3f2fd;
  --md-blue-100: #bbdefb;
  --md-blue-200: #90caf9;
  --md-blue-300: #64b5f6;
  --md-blue-400: #42a5f5;
  --md-blue-500: #2196f3;
  --md-blue-600: #1e88e5;
  --md-blue-700: #1976d2;
  --md-blue-800: #1565c0;
  --md-blue-900: #0d47a1;
  --md-blue-A100: #82b1ff;
  --md-blue-A200: #448aff;
  --md-blue-A400: #2979ff;
  --md-blue-A700: #2962ff;

  --md-light-blue-50: #e1f5fe;
  --md-light-blue-100: #b3e5fc;
  --md-light-blue-200: #81d4fa;
  --md-light-blue-300: #4fc3f7;
  --md-light-blue-400: #29b6f6;
  --md-light-blue-500: #03a9f4;
  --md-light-blue-600: #039be5;
  --md-light-blue-700: #0288d1;
  --md-light-blue-800: #0277bd;
  --md-light-blue-900: #01579b;
  --md-light-blue-A100: #80d8ff;
  --md-light-blue-A200: #40c4ff;
  --md-light-blue-A400: #00b0ff;
  --md-light-blue-A700: #0091ea;

  --md-cyan-50: #e0f7fa;
  --md-cyan-100: #b2ebf2;
  --md-cyan-200: #80deea;
  --md-cyan-300: #4dd0e1;
  --md-cyan-400: #26c6da;
  --md-cyan-500: #00bcd4;
  --md-cyan-600: #00acc1;
  --md-cyan-700: #0097a7;
  --md-cyan-800: #00838f;
  --md-cyan-900: #006064;
  --md-cyan-A100: #84ffff;
  --md-cyan-A200: #18ffff;
  --md-cyan-A400: #00e5ff;
  --md-cyan-A700: #00b8d4;

  --md-teal-50: #e0f2f1;
  --md-teal-100: #b2dfdb;
  --md-teal-200: #80cbc4;
  --md-teal-300: #4db6ac;
  --md-teal-400: #26a69a;
  --md-teal-500: #009688;
  --md-teal-600: #00897b;
  --md-teal-700: #00796b;
  --md-teal-800: #00695c;
  --md-teal-900: #004d40;
  --md-teal-A100: #a7ffeb;
  --md-teal-A200: #64ffda;
  --md-teal-A400: #1de9b6;
  --md-teal-A700: #00bfa5;

  --md-green-50: #e8f5e9;
  --md-green-100: #c8e6c9;
  --md-green-200: #a5d6a7;
  --md-green-300: #81c784;
  --md-green-400: #66bb6a;
  --md-green-500: #4caf50;
  --md-green-600: #43a047;
  --md-green-700: #388e3c;
  --md-green-800: #2e7d32;
  --md-green-900: #1b5e20;
  --md-green-A100: #b9f6ca;
  --md-green-A200: #69f0ae;
  --md-green-A400: #00e676;
  --md-green-A700: #00c853;

  --md-light-green-50: #f1f8e9;
  --md-light-green-100: #dcedc8;
  --md-light-green-200: #c5e1a5;
  --md-light-green-300: #aed581;
  --md-light-green-400: #9ccc65;
  --md-light-green-500: #8bc34a;
  --md-light-green-600: #7cb342;
  --md-light-green-700: #689f38;
  --md-light-green-800: #558b2f;
  --md-light-green-900: #33691e;
  --md-light-green-A100: #ccff90;
  --md-light-green-A200: #b2ff59;
  --md-light-green-A400: #76ff03;
  --md-light-green-A700: #64dd17;

  --md-lime-50: #f9fbe7;
  --md-lime-100: #f0f4c3;
  --md-lime-200: #e6ee9c;
  --md-lime-300: #dce775;
  --md-lime-400: #d4e157;
  --md-lime-500: #cddc39;
  --md-lime-600: #c0ca33;
  --md-lime-700: #afb42b;
  --md-lime-800: #9e9d24;
  --md-lime-900: #827717;
  --md-lime-A100: #f4ff81;
  --md-lime-A200: #eeff41;
  --md-lime-A400: #c6ff00;
  --md-lime-A700: #aeea00;

  --md-yellow-50: #fffde7;
  --md-yellow-100: #fff9c4;
  --md-yellow-200: #fff59d;
  --md-yellow-300: #fff176;
  --md-yellow-400: #ffee58;
  --md-yellow-500: #ffeb3b;
  --md-yellow-600: #fdd835;
  --md-yellow-700: #fbc02d;
  --md-yellow-800: #f9a825;
  --md-yellow-900: #f57f17;
  --md-yellow-A100: #ffff8d;
  --md-yellow-A200: #ffff00;
  --md-yellow-A400: #ffea00;
  --md-yellow-A700: #ffd600;

  --md-amber-50: #fff8e1;
  --md-amber-100: #ffecb3;
  --md-amber-200: #ffe082;
  --md-amber-300: #ffd54f;
  --md-amber-400: #ffca28;
  --md-amber-500: #ffc107;
  --md-amber-600: #ffb300;
  --md-amber-700: #ffa000;
  --md-amber-800: #ff8f00;
  --md-amber-900: #ff6f00;
  --md-amber-A100: #ffe57f;
  --md-amber-A200: #ffd740;
  --md-amber-A400: #ffc400;
  --md-amber-A700: #ffab00;

  --md-orange-50: #fff3e0;
  --md-orange-100: #ffe0b2;
  --md-orange-200: #ffcc80;
  --md-orange-300: #ffb74d;
  --md-orange-400: #ffa726;
  --md-orange-500: #ff9800;
  --md-orange-600: #fb8c00;
  --md-orange-700: #f57c00;
  --md-orange-800: #ef6c00;
  --md-orange-900: #e65100;
  --md-orange-A100: #ffd180;
  --md-orange-A200: #ffab40;
  --md-orange-A400: #ff9100;
  --md-orange-A700: #ff6d00;

  --md-deep-orange-50: #fbe9e7;
  --md-deep-orange-100: #ffccbc;
  --md-deep-orange-200: #ffab91;
  --md-deep-orange-300: #ff8a65;
  --md-deep-orange-400: #ff7043;
  --md-deep-orange-500: #ff5722;
  --md-deep-orange-600: #f4511e;
  --md-deep-orange-700: #e64a19;
  --md-deep-orange-800: #d84315;
  --md-deep-orange-900: #bf360c;
  --md-deep-orange-A100: #ff9e80;
  --md-deep-orange-A200: #ff6e40;
  --md-deep-orange-A400: #ff3d00;
  --md-deep-orange-A700: #dd2c00;

  --md-brown-50: #efebe9;
  --md-brown-100: #d7ccc8;
  --md-brown-200: #bcaaa4;
  --md-brown-300: #a1887f;
  --md-brown-400: #8d6e63;
  --md-brown-500: #795548;
  --md-brown-600: #6d4c41;
  --md-brown-700: #5d4037;
  --md-brown-800: #4e342e;
  --md-brown-900: #3e2723;

  --md-grey-50: #fafafa;
  --md-grey-100: #f5f5f5;
  --md-grey-200: #eeeeee;
  --md-grey-300: #e0e0e0;
  --md-grey-400: #bdbdbd;
  --md-grey-500: #9e9e9e;
  --md-grey-600: #757575;
  --md-grey-700: #616161;
  --md-grey-800: #424242;
  --md-grey-900: #212121;

  --md-blue-grey-50: #eceff1;
  --md-blue-grey-100: #cfd8dc;
  --md-blue-grey-200: #b0bec5;
  --md-blue-grey-300: #90a4ae;
  --md-blue-grey-400: #78909c;
  --md-blue-grey-500: #607d8b;
  --md-blue-grey-600: #546e7a;
  --md-blue-grey-700: #455a64;
  --md-blue-grey-800: #37474f;
  --md-blue-grey-900: #263238;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Spinner {
  position: absolute;
  display: flex;
  justify-content: center;
  align-items: center;
  z-index: 10;
  left: 0;
  top: 0;
  width: 100%;
  height: 100%;
  background: var(--jp-layout-color0);
  outline: none;
}

.jp-SpinnerContent {
  font-size: 10px;
  margin: 50px auto;
  text-indent: -9999em;
  width: 3em;
  height: 3em;
  border-radius: 50%;
  background: var(--jp-brand-color3);
  background: linear-gradient(
    to right,
    #f37626 10%,
    rgba(255, 255, 255, 0) 42%
  );
  position: relative;
  animation: load3 1s infinite linear, fadeIn 1s;
}

.jp-SpinnerContent:before {
  width: 50%;
  height: 50%;
  background: #f37626;
  border-radius: 100% 0 0 0;
  position: absolute;
  top: 0;
  left: 0;
  content: '';
}

.jp-SpinnerContent:after {
  background: var(--jp-layout-color0);
  width: 75%;
  height: 75%;
  border-radius: 50%;
  content: '';
  margin: auto;
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  right: 0;
}

@keyframes fadeIn {
  0% {
    opacity: 0;
  }
  100% {
    opacity: 1;
  }
}

@keyframes load3 {
  0% {
    transform: rotate(0deg);
  }
  100% {
    transform: rotate(360deg);
  }
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

button.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: none;
  box-sizing: border-box;
  text-align: center;
  line-height: 32px;
  height: 32px;
  padding: 0px 12px;
  letter-spacing: 0.8px;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input.jp-mod-styled {
  background: var(--jp-input-background);
  height: 28px;
  box-sizing: border-box;
  border: var(--jp-border-width) solid var(--jp-border-color1);
  padding-left: 7px;
  padding-right: 7px;
  font-size: var(--jp-ui-font-size2);
  color: var(--jp-ui-font-color0);
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

input[type='checkbox'].jp-mod-styled {
  appearance: checkbox;
  -webkit-appearance: checkbox;
  -moz-appearance: checkbox;
  height: auto;
}

input.jp-mod-styled:focus {
  border: var(--jp-border-width) solid var(--md-blue-500);
  box-shadow: inset 0 0 4px var(--md-blue-300);
}

.jp-FileDialog-Checkbox {
  margin-top: 35px;
  display: flex;
  flex-direction: row;
  align-items: end;
  width: 100%;
}

.jp-FileDialog-Checkbox > label {
  flex: 1 1 auto;
}

.jp-select-wrapper {
  display: flex;
  position: relative;
  flex-direction: column;
  padding: 1px;
  background-color: var(--jp-layout-color1);
  height: 28px;
  box-sizing: border-box;
  margin-bottom: 12px;
}

.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-input-active-background);
}

select.jp-mod-styled:hover {
  background-color: var(--jp-layout-color1);
  cursor: pointer;
  color: var(--jp-ui-font-color0);
  background-color: var(--jp-input-hover-background);
  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
}

select.jp-mod-styled {
  flex: 1 1 auto;
  height: 32px;
  width: 100%;
  font-size: var(--jp-ui-font-size2);
  background: var(--jp-input-background);
  color: var(--jp-ui-font-color0);
  padding: 0 25px 0 8px;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0px;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

:root {
  --jp-private-toolbar-height: calc(
    28px + var(--jp-border-width)
  ); /* leave 28px for content */
}

.jp-Toolbar {
  color: var(--jp-ui-font-color1);
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
  box-shadow: var(--jp-toolbar-box-shadow);
  background: var(--jp-toolbar-background);
  min-height: var(--jp-toolbar-micro-height);
  padding: 2px;
  z-index: 1;
  overflow-x: auto;
}

/* Toolbar items */

.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
  flex-grow: 1;
  flex-shrink: 1;
}

.jp-Toolbar-item.jp-Toolbar-kernelStatus {
  display: inline-block;
  width: 32px;
  background-repeat: no-repeat;
  background-position: center;
  background-size: 16px;
}

.jp-Toolbar > .jp-Toolbar-item {
  flex: 0 0 auto;
  display: flex;
  padding-left: 1px;
  padding-right: 1px;
  font-size: var(--jp-ui-font-size1);
  line-height: var(--jp-private-toolbar-height);
  height: 100%;
}

/* Toolbar buttons */

/* This is the div we use to wrap the react component into a Widget */
div.jp-ToolbarButton {
  color: transparent;
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0px;
  margin: 0px;
}

button.jp-ToolbarButtonComponent {
  background: var(--jp-layout-color1);
  border: none;
  box-sizing: border-box;
  outline: none;
  appearance: none;
  -webkit-appearance: none;
  -moz-appearance: none;
  padding: 0px 6px;
  margin: 0px;
  height: 24px;
  border-radius: var(--jp-border-radius);
  display: flex;
  align-items: center;
  text-align: center;
  font-size: 14px;
  min-width: unset;
  min-height: unset;
}

button.jp-ToolbarButtonComponent:disabled {
  opacity: 0.4;
}

button.jp-ToolbarButtonComponent span {
  padding: 0px;
  flex: 0 0 auto;
}

button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
  font-size: var(--jp-ui-font-size1);
  line-height: 100%;
  padding-left: 2px;
  color: var(--jp-ui-font-color1);
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar.jp-Toolbar-micro {
  padding: 0;
  min-height: 0;
}

#jp-main-dock-panel[data-mode='single-document']
  .jp-MainAreaWidget
  > .jp-Toolbar {
  border: none;
  box-shadow: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/


/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
body.lm-mod-override-cursor * {
  cursor: inherit !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-JSONEditor {
  display: flex;
  flex-direction: column;
  width: 100%;
}

.jp-JSONEditor-host {
  flex: 1 1 auto;
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  border-radius: 0px;
  background: var(--jp-layout-color0);
  min-height: 50px;
  padding: 1px;
}

.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
  border-color: red;
  outline-color: red;
}

.jp-JSONEditor-header {
  display: flex;
  flex: 1 0 auto;
  padding: 0 0 0 12px;
}

.jp-JSONEditor-header label {
  flex: 0 0 auto;
}

.jp-JSONEditor-commitButton {
  height: 16px;
  width: 16px;
  background-size: 18px;
  background-repeat: no-repeat;
  background-position: center;
}

.jp-JSONEditor-host.jp-mod-focused {
  background-color: var(--jp-input-active-background);
  border: 1px solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

.jp-Editor.jp-mod-dropTarget {
  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
}

/* BASICS */

.CodeMirror {
  /* Set height, width, borders, and global font properties here */
  font-family: monospace;
  height: 300px;
  color: black;
  direction: ltr;
}

/* PADDING */

.CodeMirror-lines {
  padding: 4px 0; /* Vertical padding around content */
}
.CodeMirror pre.CodeMirror-line,
.CodeMirror pre.CodeMirror-line-like {
  padding: 0 4px; /* Horizontal padding of content */
}

.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
  background-color: white; /* The little square between H and V scrollbars */
}

/* GUTTER */

.CodeMirror-gutters {
  border-right: 1px solid #ddd;
  background-color: #f7f7f7;
  white-space: nowrap;
}
.CodeMirror-linenumbers {}
.CodeMirror-linenumber {
  padding: 0 3px 0 5px;
  min-width: 20px;
  text-align: right;
  color: #999;
  white-space: nowrap;
}

.CodeMirror-guttermarker { color: black; }
.CodeMirror-guttermarker-subtle { color: #999; }

/* CURSOR */

.CodeMirror-cursor {
  border-left: 1px solid black;
  border-right: none;
  width: 0;
}
/* Shown when moving in bi-directional text */
.CodeMirror div.CodeMirror-secondarycursor {
  border-left: 1px solid silver;
}
.cm-fat-cursor .CodeMirror-cursor {
  width: auto;
  border: 0 !important;
  background: #7e7;
}
.cm-fat-cursor div.CodeMirror-cursors {
  z-index: 1;
}
.cm-fat-cursor-mark {
  background-color: rgba(20, 255, 20, 0.5);
  -webkit-animation: blink 1.06s steps(1) infinite;
  -moz-animation: blink 1.06s steps(1) infinite;
  animation: blink 1.06s steps(1) infinite;
}
.cm-animate-fat-cursor {
  width: auto;
  border: 0;
  -webkit-animation: blink 1.06s steps(1) infinite;
  -moz-animation: blink 1.06s steps(1) infinite;
  animation: blink 1.06s steps(1) infinite;
  background-color: #7e7;
}
@-moz-keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}
@-webkit-keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}
@keyframes blink {
  0% {}
  50% { background-color: transparent; }
  100% {}
}

/* Can style cursor different in overwrite (non-insert) mode */
.CodeMirror-overwrite .CodeMirror-cursor {}

.cm-tab { display: inline-block; text-decoration: inherit; }

.CodeMirror-rulers {
  position: absolute;
  left: 0; right: 0; top: -50px; bottom: 0;
  overflow: hidden;
}
.CodeMirror-ruler {
  border-left: 1px solid #ccc;
  top: 0; bottom: 0;
  position: absolute;
}

/* DEFAULT THEME */

.cm-s-default .cm-header {color: blue;}
.cm-s-default .cm-quote {color: #090;}
.cm-negative {color: #d44;}
.cm-positive {color: #292;}
.cm-header, .cm-strong {font-weight: bold;}
.cm-em {font-style: italic;}
.cm-link {text-decoration: underline;}
.cm-strikethrough {text-decoration: line-through;}

.cm-s-default .cm-keyword {color: #708;}
.cm-s-default .cm-atom {color: #219;}
.cm-s-default .cm-number {color: #164;}
.cm-s-default .cm-def {color: #00f;}
.cm-s-default .cm-variable,
.cm-s-default .cm-punctuation,
.cm-s-default .cm-property,
.cm-s-default .cm-operator {}
.cm-s-default .cm-variable-2 {color: #05a;}
.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
.cm-s-default .cm-comment {color: #a50;}
.cm-s-default .cm-string {color: #a11;}
.cm-s-default .cm-string-2 {color: #f50;}
.cm-s-default .cm-meta {color: #555;}
.cm-s-default .cm-qualifier {color: #555;}
.cm-s-default .cm-builtin {color: #30a;}
.cm-s-default .cm-bracket {color: #997;}
.cm-s-default .cm-tag {color: #170;}
.cm-s-default .cm-attribute {color: #00c;}
.cm-s-default .cm-hr {color: #999;}
.cm-s-default .cm-link {color: #00c;}

.cm-s-default .cm-error {color: #f00;}
.cm-invalidchar {color: #f00;}

.CodeMirror-composing { border-bottom: 2px solid; }

/* Default styles for common addons */

div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
.CodeMirror-activeline-background {background: #e8f2ff;}

/* STOP */

/* The rest of this file contains styles related to the mechanics of
   the editor. You probably shouldn't touch them. */

.CodeMirror {
  position: relative;
  overflow: hidden;
  background: white;
}

.CodeMirror-scroll {
  overflow: scroll !important; /* Things will break if this is overridden */
  /* 50px is the magic margin used to hide the element's real scrollbars */
  /* See overflow: hidden in .CodeMirror */
  margin-bottom: -50px; margin-right: -50px;
  padding-bottom: 50px;
  height: 100%;
  outline: none; /* Prevent dragging from highlighting the element */
  position: relative;
}
.CodeMirror-sizer {
  position: relative;
  border-right: 50px solid transparent;
}

/* The fake, visible scrollbars. Used to force redraw during scrolling
   before actual scrolling happens, thus preventing shaking and
   flickering artifacts. */
.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
  position: absolute;
  z-index: 6;
  display: none;
  outline: none;
}
.CodeMirror-vscrollbar {
  right: 0; top: 0;
  overflow-x: hidden;
  overflow-y: scroll;
}
.CodeMirror-hscrollbar {
  bottom: 0; left: 0;
  overflow-y: hidden;
  overflow-x: scroll;
}
.CodeMirror-scrollbar-filler {
  right: 0; bottom: 0;
}
.CodeMirror-gutter-filler {
  left: 0; bottom: 0;
}

.CodeMirror-gutters {
  position: absolute; left: 0; top: 0;
  min-height: 100%;
  z-index: 3;
}
.CodeMirror-gutter {
  white-space: normal;
  height: 100%;
  display: inline-block;
  vertical-align: top;
  margin-bottom: -50px;
}
.CodeMirror-gutter-wrapper {
  position: absolute;
  z-index: 4;
  background: none !important;
  border: none !important;
}
.CodeMirror-gutter-background {
  position: absolute;
  top: 0; bottom: 0;
  z-index: 4;
}
.CodeMirror-gutter-elt {
  position: absolute;
  cursor: default;
  z-index: 4;
}
.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }

.CodeMirror-lines {
  cursor: text;
  min-height: 1px; /* prevents collapsing before first draw */
}
.CodeMirror pre.CodeMirror-line,
.CodeMirror pre.CodeMirror-line-like {
  /* Reset some styles that the rest of the page might have set */
  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
  border-width: 0;
  background: transparent;
  font-family: inherit;
  font-size: inherit;
  margin: 0;
  white-space: pre;
  word-wrap: normal;
  line-height: inherit;
  color: inherit;
  z-index: 2;
  position: relative;
  overflow: visible;
  -webkit-tap-highlight-color: transparent;
  -webkit-font-variant-ligatures: contextual;
  font-variant-ligatures: contextual;
}
.CodeMirror-wrap pre.CodeMirror-line,
.CodeMirror-wrap pre.CodeMirror-line-like {
  word-wrap: break-word;
  white-space: pre-wrap;
  word-break: normal;
}

.CodeMirror-linebackground {
  position: absolute;
  left: 0; right: 0; top: 0; bottom: 0;
  z-index: 0;
}

.CodeMirror-linewidget {
  position: relative;
  z-index: 2;
  padding: 0.1px; /* Force widget margins to stay inside of the container */
}

.CodeMirror-widget {}

.CodeMirror-rtl pre { direction: rtl; }

.CodeMirror-code {
  outline: none;
}

/* Force content-box sizing for the elements where we expect it */
.CodeMirror-scroll,
.CodeMirror-sizer,
.CodeMirror-gutter,
.CodeMirror-gutters,
.CodeMirror-linenumber {
  -moz-box-sizing: content-box;
  box-sizing: content-box;
}

.CodeMirror-measure {
  position: absolute;
  width: 100%;
  height: 0;
  overflow: hidden;
  visibility: hidden;
}

.CodeMirror-cursor {
  position: absolute;
  pointer-events: none;
}
.CodeMirror-measure pre { position: static; }

div.CodeMirror-cursors {
  visibility: hidden;
  position: relative;
  z-index: 3;
}
div.CodeMirror-dragcursors {
  visibility: visible;
}

.CodeMirror-focused div.CodeMirror-cursors {
  visibility: visible;
}

.CodeMirror-selected { background: #d9d9d9; }
.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
.CodeMirror-crosshair { cursor: crosshair; }
.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }

.cm-searching {
  background-color: #ffa;
  background-color: rgba(255, 255, 0, .4);
}

/* Used to force a border model for a node */
.cm-force-border { padding-right: .1px; }

@media print {
  /* Hide the cursor when printing */
  .CodeMirror div.CodeMirror-cursors {
    visibility: hidden;
  }
}

/* See issue #2901 */
.cm-tab-wrap-hack:after { content: ''; }

/* Help users use markselection to safely style text background */
span.CodeMirror-selectedtext { background: none; }

.CodeMirror-dialog {
  position: absolute;
  left: 0; right: 0;
  background: inherit;
  z-index: 15;
  padding: .1em .8em;
  overflow: hidden;
  color: inherit;
}

.CodeMirror-dialog-top {
  border-bottom: 1px solid #eee;
  top: 0;
}

.CodeMirror-dialog-bottom {
  border-top: 1px solid #eee;
  bottom: 0;
}

.CodeMirror-dialog input {
  border: none;
  outline: none;
  background: transparent;
  width: 20em;
  color: inherit;
  font-family: monospace;
}

.CodeMirror-dialog button {
  font-size: 70%;
}

.CodeMirror-foldmarker {
  color: blue;
  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
  font-family: arial;
  line-height: .3;
  cursor: pointer;
}
.CodeMirror-foldgutter {
  width: .7em;
}
.CodeMirror-foldgutter-open,
.CodeMirror-foldgutter-folded {
  cursor: pointer;
}
.CodeMirror-foldgutter-open:after {
  content: "\25BE";
}
.CodeMirror-foldgutter-folded:after {
  content: "\25B8";
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.CodeMirror {
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  border: 0;
  border-radius: 0;
  height: auto;
  /* Changed to auto to autogrow */
}

.CodeMirror pre {
  padding: 0 var(--jp-code-padding);
}

.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
}

/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
/* May not cause it not because we changed it! */
.CodeMirror-lines {
  padding: var(--jp-code-padding) 0;
}

.CodeMirror-linenumber {
  padding: 0 8px;
}

.jp-CodeMirrorEditor {
  cursor: text;
}

.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
}

/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
    border-left: var(--jp-code-cursor-width1) solid
      var(--jp-editor-cursor-color);
  }
}

/* When zoomed out less than 33% */
@media screen and (min-width: 4320px) {
  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
    border-left: var(--jp-code-cursor-width2) solid
      var(--jp-editor-cursor-color);
  }
}

.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
  display: none;
}

.CodeMirror-gutters {
  border-right: 1px solid var(--jp-border-color2);
  background-color: var(--jp-layout-color0);
}

.jp-CollaboratorCursor {
  border-left: 5px solid transparent;
  border-right: 5px solid transparent;
  border-top: none;
  border-bottom: 3px solid;
  background-clip: content-box;
  margin-left: -5px;
  margin-right: -5px;
}

.CodeMirror-selectedtext.cm-searching {
  background-color: var(--jp-search-selected-match-background-color) !important;
  color: var(--jp-search-selected-match-color) !important;
}

.cm-searching {
  background-color: var(
    --jp-search-unselected-match-background-color
  ) !important;
  color: var(--jp-search-unselected-match-color) !important;
}

.CodeMirror-focused .CodeMirror-selected {
  background-color: var(--jp-editor-selected-focused-background);
}

.CodeMirror-selected {
  background-color: var(--jp-editor-selected-background);
}

.jp-CollaboratorCursor-hover {
  position: absolute;
  z-index: 1;
  transform: translateX(-50%);
  color: white;
  border-radius: 3px;
  padding-left: 4px;
  padding-right: 4px;
  padding-top: 1px;
  padding-bottom: 1px;
  text-align: center;
  font-size: var(--jp-ui-font-size1);
  white-space: nowrap;
}

.jp-CodeMirror-ruler {
  border-left: 1px dashed var(--jp-border-color2);
}

/**
 * Here is our jupyter theme for CodeMirror syntax highlighting
 * This is used in our marked.js syntax highlighting and CodeMirror itself
 * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
 * This came from the classic notebook, which came form highlight.js/GitHub
 */

/**
 * CodeMirror themes are handling the background/color in this way. This works
 * fine for CodeMirror editors outside the notebook, but the notebook styles
 * these things differently.
 */
.CodeMirror.cm-s-jupyter {
  background: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
}

/* In the notebook, we want this styling to be handled by its container */
.jp-CodeConsole .CodeMirror.cm-s-jupyter,
.jp-Notebook .CodeMirror.cm-s-jupyter {
  background: transparent;
}

.cm-s-jupyter .CodeMirror-cursor {
  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
}
.cm-s-jupyter span.cm-keyword {
  color: var(--jp-mirror-editor-keyword-color);
  font-weight: bold;
}
.cm-s-jupyter span.cm-atom {
  color: var(--jp-mirror-editor-atom-color);
}
.cm-s-jupyter span.cm-number {
  color: var(--jp-mirror-editor-number-color);
}
.cm-s-jupyter span.cm-def {
  color: var(--jp-mirror-editor-def-color);
}
.cm-s-jupyter span.cm-variable {
  color: var(--jp-mirror-editor-variable-color);
}
.cm-s-jupyter span.cm-variable-2 {
  color: var(--jp-mirror-editor-variable-2-color);
}
.cm-s-jupyter span.cm-variable-3 {
  color: var(--jp-mirror-editor-variable-3-color);
}
.cm-s-jupyter span.cm-punctuation {
  color: var(--jp-mirror-editor-punctuation-color);
}
.cm-s-jupyter span.cm-property {
  color: var(--jp-mirror-editor-property-color);
}
.cm-s-jupyter span.cm-operator {
  color: var(--jp-mirror-editor-operator-color);
  font-weight: bold;
}
.cm-s-jupyter span.cm-comment {
  color: var(--jp-mirror-editor-comment-color);
  font-style: italic;
}
.cm-s-jupyter span.cm-string {
  color: var(--jp-mirror-editor-string-color);
}
.cm-s-jupyter span.cm-string-2 {
  color: var(--jp-mirror-editor-string-2-color);
}
.cm-s-jupyter span.cm-meta {
  color: var(--jp-mirror-editor-meta-color);
}
.cm-s-jupyter span.cm-qualifier {
  color: var(--jp-mirror-editor-qualifier-color);
}
.cm-s-jupyter span.cm-builtin {
  color: var(--jp-mirror-editor-builtin-color);
}
.cm-s-jupyter span.cm-bracket {
  color: var(--jp-mirror-editor-bracket-color);
}
.cm-s-jupyter span.cm-tag {
  color: var(--jp-mirror-editor-tag-color);
}
.cm-s-jupyter span.cm-attribute {
  color: var(--jp-mirror-editor-attribute-color);
}
.cm-s-jupyter span.cm-header {
  color: var(--jp-mirror-editor-header-color);
}
.cm-s-jupyter span.cm-quote {
  color: var(--jp-mirror-editor-quote-color);
}
.cm-s-jupyter span.cm-link {
  color: var(--jp-mirror-editor-link-color);
}
.cm-s-jupyter span.cm-error {
  color: var(--jp-mirror-editor-error-color);
}
.cm-s-jupyter span.cm-hr {
  color: #999;
}

.cm-s-jupyter span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}

.cm-s-jupyter .CodeMirror-activeline-background,
.cm-s-jupyter .CodeMirror-gutter {
  background-color: var(--jp-layout-color2);
}

/* Styles for shared cursors (remote cursor locations and selected ranges) */
.jp-CodeMirrorEditor .remote-caret {
  position: relative;
  border-left: 2px solid black;
  margin-left: -1px;
  margin-right: -1px;
  box-sizing: border-box;
}

.jp-CodeMirrorEditor .remote-caret > div {
  white-space: nowrap;
  position: absolute;
  top: -1.15em;
  padding-bottom: 0.05em;
  left: -2px;
  font-size: 0.95em;
  background-color: rgb(250, 129, 0);
  font-family: var(--jp-ui-font-family);
  font-weight: bold;
  line-height: normal;
  user-select: none;
  color: white;
  padding-left: 2px;
  padding-right: 2px;
  z-index: 3;
  transition: opacity 0.3s ease-in-out;
}

.jp-CodeMirrorEditor .remote-caret.hide-name > div {
  transition-delay: 0.7s;
  opacity: 0;
}

.jp-CodeMirrorEditor .remote-caret:hover > div {
  opacity: 1;
  transition-delay: 0s;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| RenderedText
|----------------------------------------------------------------------------*/

:root {
  /* This is the padding value to fill the gaps between lines containing spans with background color. */
  --jp-private-code-span-padding: calc(
    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
  );
}

.jp-RenderedText {
  text-align: left;
  padding-left: var(--jp-code-padding);
  line-height: var(--jp-code-line-height);
  font-family: var(--jp-code-font-family);
}

.jp-RenderedText pre,
.jp-RenderedJavaScript pre,
.jp-RenderedHTMLCommon pre {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-code-font-size);
  border: none;
  margin: 0px;
  padding: 0px;
}

.jp-RenderedText pre a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* console foregrounds and backgrounds */
.jp-RenderedText pre .ansi-black-fg {
  color: #3e424d;
}
.jp-RenderedText pre .ansi-red-fg {
  color: #e75c58;
}
.jp-RenderedText pre .ansi-green-fg {
  color: #00a250;
}
.jp-RenderedText pre .ansi-yellow-fg {
  color: #ddb62b;
}
.jp-RenderedText pre .ansi-blue-fg {
  color: #208ffb;
}
.jp-RenderedText pre .ansi-magenta-fg {
  color: #d160c4;
}
.jp-RenderedText pre .ansi-cyan-fg {
  color: #60c6c8;
}
.jp-RenderedText pre .ansi-white-fg {
  color: #c5c1b4;
}

.jp-RenderedText pre .ansi-black-bg {
  background-color: #3e424d;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-bg {
  background-color: #e75c58;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-bg {
  background-color: #00a250;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-bg {
  background-color: #ddb62b;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-bg {
  background-color: #208ffb;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-bg {
  background-color: #d160c4;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-bg {
  background-color: #60c6c8;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-bg {
  background-color: #c5c1b4;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-black-intense-fg {
  color: #282c36;
}
.jp-RenderedText pre .ansi-red-intense-fg {
  color: #b22b31;
}
.jp-RenderedText pre .ansi-green-intense-fg {
  color: #007427;
}
.jp-RenderedText pre .ansi-yellow-intense-fg {
  color: #b27d12;
}
.jp-RenderedText pre .ansi-blue-intense-fg {
  color: #0065ca;
}
.jp-RenderedText pre .ansi-magenta-intense-fg {
  color: #a03196;
}
.jp-RenderedText pre .ansi-cyan-intense-fg {
  color: #258f8f;
}
.jp-RenderedText pre .ansi-white-intense-fg {
  color: #a1a6b2;
}

.jp-RenderedText pre .ansi-black-intense-bg {
  background-color: #282c36;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-intense-bg {
  background-color: #b22b31;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-intense-bg {
  background-color: #007427;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-intense-bg {
  background-color: #b27d12;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-intense-bg {
  background-color: #0065ca;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-intense-bg {
  background-color: #a03196;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-intense-bg {
  background-color: #258f8f;
  padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-intense-bg {
  background-color: #a1a6b2;
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-default-inverse-fg {
  color: var(--jp-ui-inverse-font-color0);
}
.jp-RenderedText pre .ansi-default-inverse-bg {
  background-color: var(--jp-inverse-layout-color0);
  padding: var(--jp-private-code-span-padding) 0;
}

.jp-RenderedText pre .ansi-bold {
  font-weight: bold;
}
.jp-RenderedText pre .ansi-underline {
  text-decoration: underline;
}

.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
  background: var(--jp-rendermime-error-background);
  padding-top: var(--jp-code-padding);
}

/*-----------------------------------------------------------------------------
| RenderedLatex
|----------------------------------------------------------------------------*/

.jp-RenderedLatex {
  color: var(--jp-content-font-color1);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);
}

/* Left-justify outputs.*/
.jp-OutputArea-output.jp-RenderedLatex {
  padding: var(--jp-code-padding);
  text-align: left;
}

/*-----------------------------------------------------------------------------
| RenderedHTML
|----------------------------------------------------------------------------*/

.jp-RenderedHTMLCommon {
  color: var(--jp-content-font-color1);
  font-family: var(--jp-content-font-family);
  font-size: var(--jp-content-font-size1);
  line-height: var(--jp-content-line-height);
  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
  padding-right: 20px;
}

.jp-RenderedHTMLCommon em {
  font-style: italic;
}

.jp-RenderedHTMLCommon strong {
  font-weight: bold;
}

.jp-RenderedHTMLCommon u {
  text-decoration: underline;
}

.jp-RenderedHTMLCommon a:link {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:hover {
  text-decoration: underline;
  color: var(--jp-content-link-color);
}

.jp-RenderedHTMLCommon a:visited {
  text-decoration: none;
  color: var(--jp-content-link-color);
}

/* Headings */

.jp-RenderedHTMLCommon h1,
.jp-RenderedHTMLCommon h2,
.jp-RenderedHTMLCommon h3,
.jp-RenderedHTMLCommon h4,
.jp-RenderedHTMLCommon h5,
.jp-RenderedHTMLCommon h6 {
  line-height: var(--jp-content-heading-line-height);
  font-weight: var(--jp-content-heading-font-weight);
  font-style: normal;
  margin: var(--jp-content-heading-margin-top) 0
    var(--jp-content-heading-margin-bottom) 0;
}

.jp-RenderedHTMLCommon h1:first-child,
.jp-RenderedHTMLCommon h2:first-child,
.jp-RenderedHTMLCommon h3:first-child,
.jp-RenderedHTMLCommon h4:first-child,
.jp-RenderedHTMLCommon h5:first-child,
.jp-RenderedHTMLCommon h6:first-child {
  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
}

.jp-RenderedHTMLCommon h1:last-child,
.jp-RenderedHTMLCommon h2:last-child,
.jp-RenderedHTMLCommon h3:last-child,
.jp-RenderedHTMLCommon h4:last-child,
.jp-RenderedHTMLCommon h5:last-child,
.jp-RenderedHTMLCommon h6:last-child {
  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
}

.jp-RenderedHTMLCommon h1 {
  font-size: var(--jp-content-font-size5);
}

.jp-RenderedHTMLCommon h2 {
  font-size: var(--jp-content-font-size4);
}

.jp-RenderedHTMLCommon h3 {
  font-size: var(--jp-content-font-size3);
}

.jp-RenderedHTMLCommon h4 {
  font-size: var(--jp-content-font-size2);
}

.jp-RenderedHTMLCommon h5 {
  font-size: var(--jp-content-font-size1);
}

.jp-RenderedHTMLCommon h6 {
  font-size: var(--jp-content-font-size0);
}

/* Lists */

.jp-RenderedHTMLCommon ul:not(.list-inline),
.jp-RenderedHTMLCommon ol:not(.list-inline) {
  padding-left: 2em;
}

.jp-RenderedHTMLCommon ul {
  list-style: disc;
}

.jp-RenderedHTMLCommon ul ul {
  list-style: square;
}

.jp-RenderedHTMLCommon ul ul ul {
  list-style: circle;
}

.jp-RenderedHTMLCommon ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol ol {
  list-style: upper-alpha;
}

.jp-RenderedHTMLCommon ol ol ol {
  list-style: lower-alpha;
}

.jp-RenderedHTMLCommon ol ol ol ol {
  list-style: lower-roman;
}

.jp-RenderedHTMLCommon ol ol ol ol ol {
  list-style: decimal;
}

.jp-RenderedHTMLCommon ol,
.jp-RenderedHTMLCommon ul {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon ul ul,
.jp-RenderedHTMLCommon ul ol,
.jp-RenderedHTMLCommon ol ul,
.jp-RenderedHTMLCommon ol ol {
  margin-bottom: 0em;
}

.jp-RenderedHTMLCommon hr {
  color: var(--jp-border-color2);
  background-color: var(--jp-border-color1);
  margin-top: 1em;
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon > pre {
  margin: 1.5em 2em;
}

.jp-RenderedHTMLCommon pre,
.jp-RenderedHTMLCommon code {
  border: 0;
  background-color: var(--jp-layout-color0);
  color: var(--jp-content-font-color1);
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  line-height: var(--jp-code-line-height);
  padding: 0;
  white-space: pre-wrap;
}

.jp-RenderedHTMLCommon :not(pre) > code {
  background-color: var(--jp-layout-color2);
  padding: 1px 5px;
}

/* Tables */

.jp-RenderedHTMLCommon table {
  border-collapse: collapse;
  border-spacing: 0;
  border: none;
  color: var(--jp-ui-font-color1);
  font-size: 12px;
  table-layout: fixed;
  margin-left: auto;
  margin-right: auto;
}

.jp-RenderedHTMLCommon thead {
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  vertical-align: bottom;
}

.jp-RenderedHTMLCommon td,
.jp-RenderedHTMLCommon th,
.jp-RenderedHTMLCommon tr {
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}

.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
  max-width: none;
}

:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
  text-align: right;
}

.jp-RenderedHTMLCommon th {
  font-weight: bold;
}

.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
  background: var(--jp-layout-color0);
}

.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
  background: var(--jp-rendermime-table-row-background);
}

.jp-RenderedHTMLCommon tbody tr:hover {
  background: var(--jp-rendermime-table-row-hover-background);
}

.jp-RenderedHTMLCommon table {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon p {
  text-align: left;
  margin: 0px;
}

.jp-RenderedHTMLCommon p {
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon img {
  -moz-force-broken-image-icon: 1;
}

/* Restrict to direct children as other images could be nested in other content. */
.jp-RenderedHTMLCommon > img {
  display: block;
  margin-left: 0;
  margin-right: 0;
  margin-bottom: 1em;
}

/* Change color behind transparent images if they need it... */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
  background-color: var(--jp-inverse-layout-color1);
}
[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
  background-color: var(--jp-inverse-layout-color1);
}
/* ...or leave it untouched if they don't */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
}
[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
}

.jp-RenderedHTMLCommon img,
.jp-RenderedImage img,
.jp-RenderedHTMLCommon svg,
.jp-RenderedSVG svg {
  max-width: 100%;
  height: auto;
}

.jp-RenderedHTMLCommon img.jp-mod-unconfined,
.jp-RenderedImage img.jp-mod-unconfined,
.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
.jp-RenderedSVG svg.jp-mod-unconfined {
  max-width: none;
}

.jp-RenderedHTMLCommon .alert {
  padding: var(--jp-notebook-padding);
  border: var(--jp-border-width) solid transparent;
  border-radius: var(--jp-border-radius);
  margin-bottom: 1em;
}

.jp-RenderedHTMLCommon .alert-info {
  color: var(--jp-info-color0);
  background-color: var(--jp-info-color3);
  border-color: var(--jp-info-color2);
}
.jp-RenderedHTMLCommon .alert-info hr {
  border-color: var(--jp-info-color3);
}
.jp-RenderedHTMLCommon .alert-info > p:last-child,
.jp-RenderedHTMLCommon .alert-info > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-warning {
  color: var(--jp-warn-color0);
  background-color: var(--jp-warn-color3);
  border-color: var(--jp-warn-color2);
}
.jp-RenderedHTMLCommon .alert-warning hr {
  border-color: var(--jp-warn-color3);
}
.jp-RenderedHTMLCommon .alert-warning > p:last-child,
.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-success {
  color: var(--jp-success-color0);
  background-color: var(--jp-success-color3);
  border-color: var(--jp-success-color2);
}
.jp-RenderedHTMLCommon .alert-success hr {
  border-color: var(--jp-success-color3);
}
.jp-RenderedHTMLCommon .alert-success > p:last-child,
.jp-RenderedHTMLCommon .alert-success > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon .alert-danger {
  color: var(--jp-error-color0);
  background-color: var(--jp-error-color3);
  border-color: var(--jp-error-color2);
}
.jp-RenderedHTMLCommon .alert-danger hr {
  border-color: var(--jp-error-color3);
}
.jp-RenderedHTMLCommon .alert-danger > p:last-child,
.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
  margin-bottom: 0;
}

.jp-RenderedHTMLCommon blockquote {
  margin: 1em 2em;
  padding: 0 1em;
  border-left: 5px solid var(--jp-border-color2);
}

a.jp-InternalAnchorLink {
  visibility: hidden;
  margin-left: 8px;
  color: var(--md-blue-800);
}

h1:hover .jp-InternalAnchorLink,
h2:hover .jp-InternalAnchorLink,
h3:hover .jp-InternalAnchorLink,
h4:hover .jp-InternalAnchorLink,
h5:hover .jp-InternalAnchorLink,
h6:hover .jp-InternalAnchorLink {
  visibility: visible;
}

.jp-RenderedHTMLCommon kbd {
  background-color: var(--jp-rendermime-table-row-background);
  border: 1px solid var(--jp-border-color0);
  border-bottom-color: var(--jp-border-color2);
  border-radius: 3px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
  display: inline-block;
  font-size: 0.8em;
  line-height: 1em;
  padding: 0.2em 0.5em;
}

/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
 * At the bottom of cells this is a bit too much as there is also spacing
 * between cells. Going all the way to 0 gets too tight between markdown and
 * code cells.
 */
.jp-RenderedHTMLCommon > *:last-child {
  margin-bottom: 0.5em;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-MimeDocument {
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-filebrowser-button-height: 28px;
  --jp-private-filebrowser-button-width: 48px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-FileBrowser {
  display: flex;
  flex-direction: column;
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
   * relative to this base size */
  font-size: var(--jp-ui-font-size1);
}

.jp-FileBrowser-toolbar.jp-Toolbar {
  border-bottom: none;
  height: auto;
  margin: var(--jp-toolbar-header-margin);
  box-shadow: none;
}

.jp-BreadCrumbs {
  flex: 0 0 auto;
  margin: 8px 12px 8px 12px;
}

.jp-BreadCrumbs-item {
  margin: 0px 2px;
  padding: 0px 2px;
  border-radius: var(--jp-border-radius);
  cursor: pointer;
}

.jp-BreadCrumbs-item:hover {
  background-color: var(--jp-layout-color2);
}

.jp-BreadCrumbs-item:first-child {
  margin-left: 0px;
}

.jp-BreadCrumbs-item.jp-mod-dropTarget {
  background-color: var(--jp-brand-color2);
  opacity: 0.7;
}

/*-----------------------------------------------------------------------------
| Buttons
|----------------------------------------------------------------------------*/

.jp-FileBrowser-toolbar.jp-Toolbar {
  padding: 0px;
  margin: 8px 12px 0px 12px;
}

.jp-FileBrowser-toolbar.jp-Toolbar {
  justify-content: flex-start;
}

.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
  flex: 0 0 auto;
  padding-left: 0px;
  padding-right: 2px;
}

.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
  width: 40px;
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent {
  width: 72px;
  background: var(--jp-brand-color1);
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent:focus-visible {
  background-color: var(--jp-brand-color0);
}

.jp-FileBrowser-toolbar.jp-Toolbar
  .jp-Toolbar-item:first-child
  .jp-ToolbarButtonComponent
  .jp-icon3 {
  fill: white;
}

/*-----------------------------------------------------------------------------
| Other styles
|----------------------------------------------------------------------------*/

.jp-FileDialog.jp-mod-conflict input {
  color: var(--jp-error-color1);
}

.jp-FileDialog .jp-new-name-title {
  margin-top: 12px;
}

.jp-LastModified-hidden {
  display: none;
}

.jp-FileBrowser-filterBox {
  padding: 0px;
  flex: 0 0 auto;
  margin: 8px 12px 0px 12px;
}

/*-----------------------------------------------------------------------------
| DirListing
|----------------------------------------------------------------------------*/

.jp-DirListing {
  flex: 1 1 auto;
  display: flex;
  flex-direction: column;
  outline: 0;
}

.jp-DirListing:focus-visible {
  border: 1px solid var(--jp-brand-color1);
}

.jp-DirListing-header {
  flex: 0 0 auto;
  display: flex;
  flex-direction: row;
  overflow: hidden;
  border-top: var(--jp-border-width) solid var(--jp-border-color2);
  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
  box-shadow: var(--jp-toolbar-box-shadow);
  z-index: 2;
}

.jp-DirListing-headerItem {
  padding: 4px 12px 2px 12px;
  font-weight: 500;
}

.jp-DirListing-headerItem:hover {
  background: var(--jp-layout-color2);
}

.jp-DirListing-headerItem.jp-id-name {
  flex: 1 0 84px;
}

.jp-DirListing-headerItem.jp-id-modified {
  flex: 0 0 112px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
}

.jp-id-narrow {
  display: none;
  flex: 0 0 5px;
  padding: 4px 4px;
  border-left: var(--jp-border-width) solid var(--jp-border-color2);
  text-align: right;
  color: var(--jp-border-color2);
}

.jp-DirListing-narrow .jp-id-narrow {
  display: block;
}

.jp-DirListing-narrow .jp-id-modified,
.jp-DirListing-narrow .jp-DirListing-itemModified {
  display: none;
}

.jp-DirListing-headerItem.jp-mod-selected {
  font-weight: 600;
}

/* increase specificity to override bundled default */
.jp-DirListing-content {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  list-style-type: none;
  overflow: auto;
  background-color: var(--jp-layout-color1);
}

.jp-DirListing-content mark {
  color: var(--jp-ui-font-color0);
  background-color: transparent;
  font-weight: bold;
}

.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
  color: var(--jp-ui-inverse-font-color0);
}

/* Style the directory listing content when a user drops a file to upload */
.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
  outline: 5px dashed rgba(128, 128, 128, 0.5);
  outline-offset: -10px;
  cursor: copy;
}

.jp-DirListing-item {
  display: flex;
  flex-direction: row;
  padding: 4px 12px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

.jp-DirListing-item[data-is-dot] {
  opacity: 75%;
}

.jp-DirListing-item.jp-mod-selected {
  color: var(--jp-ui-inverse-font-color1);
  background: var(--jp-brand-color1);
}

.jp-DirListing-item.jp-mod-dropTarget {
  background: var(--jp-brand-color3);
}

.jp-DirListing-item:hover:not(.jp-mod-selected) {
  background: var(--jp-layout-color2);
}

.jp-DirListing-itemIcon {
  flex: 0 0 20px;
  margin-right: 4px;
}

.jp-DirListing-itemText {
  flex: 1 0 64px;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  user-select: none;
}

.jp-DirListing-itemModified {
  flex: 0 0 125px;
  text-align: right;
}

.jp-DirListing-editor {
  flex: 1 0 64px;
  outline: none;
  border: none;
}

.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
  color: var(--jp-success-color1);
  content: '\25CF';
  font-size: 8px;
  position: absolute;
  left: -8px;
}

.jp-DirListing-item.jp-mod-running.jp-mod-selected
  .jp-DirListing-itemIcon:before {
  color: var(--jp-ui-inverse-font-color1);
}

.jp-DirListing-item.lm-mod-drag-image,
.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
  font-size: var(--jp-ui-font-size1);
  padding-left: 4px;
  margin-left: 4px;
  width: 160px;
  background-color: var(--jp-ui-inverse-font-color2);
  box-shadow: var(--jp-elevation-z2);
  border-radius: 0px;
  color: var(--jp-ui-font-color1);
  transform: translateX(-40%) translateY(-58%);
}

.jp-DirListing-deadSpace {
  flex: 1 1 auto;
  margin: 0;
  padding: 0;
  list-style-type: none;
  overflow: auto;
  background-color: var(--jp-layout-color1);
}

.jp-Document {
  min-width: 120px;
  min-height: 120px;
  outline: none;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
}

/*-----------------------------------------------------------------------------
| Main OutputArea
| OutputArea has a list of Outputs
|----------------------------------------------------------------------------*/

.jp-OutputArea {
  overflow-y: auto;
}

.jp-OutputArea-child {
  display: flex;
  flex-direction: row;
}

body[data-format='mobile'] .jp-OutputArea-child {
  flex-direction: column;
}

.jp-OutputPrompt {
  flex: 0 0 var(--jp-cell-prompt-width);
  color: var(--jp-cell-outprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
  opacity: var(--jp-cell-prompt-opacity);
  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

body[data-format='mobile'] .jp-OutputPrompt {
  flex: 0 0 auto;
  text-align: left;
}

.jp-OutputArea-output {
  height: auto;
  overflow: auto;
  user-select: text;
  -moz-user-select: text;
  -webkit-user-select: text;
  -ms-user-select: text;
}

.jp-OutputArea-child .jp-OutputArea-output {
  flex-grow: 1;
  flex-shrink: 1;
}

body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
  margin-left: var(--jp-notebook-padding);
}

/**
 * Isolated output.
 */
.jp-OutputArea-output.jp-mod-isolated {
  width: 100%;
  display: block;
}

/*
When drag events occur, `p-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
  position: relative;
}

body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
  content: '';
  position: absolute;
  top: 0;
  left: 0;
  right: 0;
  bottom: 0;
  background: transparent;
}

/* pre */

.jp-OutputArea-output pre {
  border: none;
  margin: 0px;
  padding: 0px;
  overflow-x: auto;
  overflow-y: auto;
  word-break: break-all;
  word-wrap: break-word;
  white-space: pre-wrap;
}

/* tables */

.jp-OutputArea-output.jp-RenderedHTMLCommon table {
  margin-left: 0;
  margin-right: 0;
}

/* description lists */

.jp-OutputArea-output dl,
.jp-OutputArea-output dt,
.jp-OutputArea-output dd {
  display: block;
}

.jp-OutputArea-output dl {
  width: 100%;
  overflow: hidden;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dt {
  font-weight: bold;
  float: left;
  width: 20%;
  padding: 0;
  margin: 0;
}

.jp-OutputArea-output dd {
  float: left;
  width: 80%;
  padding: 0;
  margin: 0;
}

/* Hide the gutter in case of
 *  - nested output areas (e.g. in the case of output widgets)
 *  - mirrored output areas
 */
.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
  display: none;
}

/*-----------------------------------------------------------------------------
| executeResult is added to any Output-result for the display of the object
| returned by a cell
|----------------------------------------------------------------------------*/

.jp-OutputArea-output.jp-OutputArea-executeResult {
  margin-left: 0px;
  flex: 1 1 auto;
}

/* Text output with the Out[] prompt needs a top padding to match the
 * alignment of the Out[] prompt itself.
 */
.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
  padding-top: var(--jp-code-padding);
  border-top: var(--jp-border-width) solid transparent;
}

/*-----------------------------------------------------------------------------
| The Stdin output
|----------------------------------------------------------------------------*/

.jp-OutputArea-stdin {
  line-height: var(--jp-code-line-height);
  padding-top: var(--jp-code-padding);
  display: flex;
}

.jp-Stdin-prompt {
  color: var(--jp-content-font-color0);
  padding-right: var(--jp-code-padding);
  vertical-align: baseline;
  flex: 0 0 auto;
}

.jp-Stdin-input {
  font-family: var(--jp-code-font-family);
  font-size: inherit;
  color: inherit;
  background-color: inherit;
  width: 42%;
  min-width: 200px;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
  flex: 0 0 70%;
}

.jp-Stdin-input:focus {
  box-shadow: none;
}

/*-----------------------------------------------------------------------------
| Output Area View
|----------------------------------------------------------------------------*/

.jp-LinkedOutputView .jp-OutputArea {
  height: 100%;
  display: block;
}

.jp-LinkedOutputView .jp-OutputArea-output:only-child {
  height: 100%;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

.jp-Collapser {
  flex: 0 0 var(--jp-cell-collapser-width);
  padding: 0px;
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
  border-radius: var(--jp-border-radius);
  opacity: 1;
}

.jp-Collapser-child {
  display: block;
  width: 100%;
  box-sizing: border-box;
  /* height: 100% doesn't work because the height of its parent is computed from content */
  position: absolute;
  top: 0px;
  bottom: 0px;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Header/Footer
|----------------------------------------------------------------------------*/

/* Hidden by zero height by default */
.jp-CellHeader,
.jp-CellFooter {
  height: 0px;
  width: 100%;
  padding: 0px;
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Input
|----------------------------------------------------------------------------*/

/* All input areas */
.jp-InputArea {
  display: flex;
  flex-direction: row;
  overflow: hidden;
}

body[data-format='mobile'] .jp-InputArea {
  flex-direction: column;
}

.jp-InputArea-editor {
  flex: 1 1 auto;
  overflow: hidden;
}

.jp-InputArea-editor {
  /* This is the non-active, default styling */
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  border-radius: 0px;
  background: var(--jp-cell-editor-background);
}

body[data-format='mobile'] .jp-InputArea-editor {
  margin-left: var(--jp-notebook-padding);
}

.jp-InputPrompt {
  flex: 0 0 var(--jp-cell-prompt-width);
  color: var(--jp-cell-inprompt-font-color);
  font-family: var(--jp-cell-prompt-font-family);
  padding: var(--jp-code-padding);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  opacity: var(--jp-cell-prompt-opacity);
  line-height: var(--jp-code-line-height);
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
  opacity: var(--jp-cell-prompt-opacity);
  /* Right align prompt text, don't wrap to handle large prompt numbers */
  text-align: right;
  white-space: nowrap;
  overflow: hidden;
  text-overflow: ellipsis;
  /* Disable text selection */
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

body[data-format='mobile'] .jp-InputPrompt {
  flex: 0 0 auto;
  text-align: left;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Placeholder {
  display: flex;
  flex-direction: row;
  flex: 1 1 auto;
}

.jp-Placeholder-prompt {
  box-sizing: border-box;
}

.jp-Placeholder-content {
  flex: 1 1 auto;
  border: none;
  background: transparent;
  height: 20px;
  box-sizing: border-box;
}

.jp-Placeholder-content .jp-MoreHorizIcon {
  width: 32px;
  height: 16px;
  border: 1px solid transparent;
  border-radius: var(--jp-border-radius);
}

.jp-Placeholder-content .jp-MoreHorizIcon:hover {
  border: 1px solid var(--jp-border-color1);
  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
  background-color: var(--jp-layout-color0);
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-cell-scrolling-output-offset: 5px;
}

/*-----------------------------------------------------------------------------
| Cell
|----------------------------------------------------------------------------*/

.jp-Cell {
  padding: var(--jp-cell-padding);
  margin: 0px;
  border: none;
  outline: none;
  background: transparent;
}

/*-----------------------------------------------------------------------------
| Common input/output
|----------------------------------------------------------------------------*/

.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
  display: flex;
  flex-direction: row;
  padding: 0px;
  margin: 0px;
  /* Added to reveal the box-shadow on the input and output collapsers. */
  overflow: visible;
}

/* Only input/output areas inside cells */
.jp-Cell-inputArea,
.jp-Cell-outputArea {
  flex: 1 1 auto;
}

/*-----------------------------------------------------------------------------
| Collapser
|----------------------------------------------------------------------------*/

/* Make the output collapser disappear when there is not output, but do so
 * in a manner that leaves it in the layout and preserves its width.
 */
.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
  border: none !important;
  background: transparent !important;
}

.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
  min-height: var(--jp-cell-collapser-min-height);
}

/*-----------------------------------------------------------------------------
| Output
|----------------------------------------------------------------------------*/

/* Put a space between input and output when there IS output */
.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
  margin-top: 5px;
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
  overflow-y: auto;
  max-height: 200px;
  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
  margin-left: var(--jp-private-cell-scrolling-output-offset);
}

.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
  flex: 0 0
    calc(
      var(--jp-cell-prompt-width) -
        var(--jp-private-cell-scrolling-output-offset)
    );
}

/*-----------------------------------------------------------------------------
| CodeCell
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| MarkdownCell
|----------------------------------------------------------------------------*/

.jp-MarkdownOutput {
  flex: 1 1 auto;
  margin-top: 0;
  margin-bottom: 0;
  padding-left: var(--jp-code-padding);
}

.jp-MarkdownOutput.jp-RenderedHTMLCommon {
  overflow: auto;
}

.jp-showHiddenCellsButton {
  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
  margin-top: var(--jp-code-padding);
  border: 1px solid var(--jp-border-color2);
  background-color: var(--jp-border-color3) !important;
  color: var(--jp-content-font-color0) !important;
}

.jp-showHiddenCellsButton:hover {
  background-color: var(--jp-border-color2) !important;
}

.jp-collapseHeadingButton {
  display: none;
}

.jp-MarkdownCell:hover .jp-collapseHeadingButton {
  display: flex;
  min-height: var(--jp-cell-collapser-min-height);
  position: absolute;
  right: 0;
  top: 0;
  bottom: 0;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------

/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/

.jp-NotebookPanel-toolbar {
  padding: 2px;
}

.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
  border: none;
  box-shadow: none;
}

.jp-Notebook-toolbarCellTypeDropdown select {
  height: 24px;
  font-size: var(--jp-ui-font-size1);
  line-height: 14px;
  border-radius: 0;
  display: block;
}

.jp-Notebook-toolbarCellTypeDropdown span {
  top: 5px !important;
}

/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/

:root {
  --jp-private-notebook-dragImage-width: 304px;
  --jp-private-notebook-dragImage-height: 36px;
  --jp-private-notebook-selected-color: var(--md-blue-400);
  --jp-private-notebook-active-color: var(--md-green-400);
}

/*-----------------------------------------------------------------------------
| Imports
|----------------------------------------------------------------------------*/

/*-----------------------------------------------------------------------------
| Notebook
|----------------------------------------------------------------------------*/

.jp-NotebookPanel {
  display: block;
  height: 100%;
}

.jp-NotebookPanel.jp-Document {
  min-width: 240px;
  min-height: 120px;
}

.jp-Notebook {
  padding: var(--jp-notebook-padding);
  outline: none;
  overflow: auto;
  background: var(--jp-layout-color0);
}

.jp-Notebook.jp-mod-scrollPastEnd::after {
  display: block;
  content: '';
  min-height: var(--jp-notebook-scroll-padding);
}

.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
  contain: strict;
}

.jp-Notebook-render * {
  contain: none !important;
}

.jp-Notebook .jp-Cell {
  overflow: visible;
}

.jp-Notebook .jp-Cell .jp-InputPrompt {
  cursor: move;
  float: left;
}

/*-----------------------------------------------------------------------------
| Notebook state related styling
|
| The notebook and cells each have states, here are the possibilities:
|
| - Notebook
|   - Command
|   - Edit
| - Cell
|   - None
|   - Active (only one can be active)
|   - Selected (the cells actions are applied to)
|   - Multiselected (when multiple selected, the cursor)
|   - No outputs
|----------------------------------------------------------------------------*/

/* Command or edit modes */

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
  opacity: var(--jp-cell-prompt-not-active-opacity);
  color: var(--jp-cell-prompt-not-active-font-color);
}

/* cell is active */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
  background: var(--jp-brand-color1);
}

/* cell is dirty */
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
  color: var(--jp-warn-color1);
}
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
  color: var(--jp-warn-color1);
  content: '•';
}

.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
  background: var(--jp-warn-color1);
}

/* collapser is hovered */
.jp-Notebook .jp-Cell .jp-Collapser:hover {
  box-shadow: var(--jp-elevation-z2);
  background: var(--jp-brand-color1);
  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
}

/* cell is active and collapser is hovered */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
  background: var(--jp-brand-color0);
  opacity: 1;
}

/* Command mode */

.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
  background: var(--jp-notebook-multiselected-color);
}

.jp-Notebook.jp-mod-commandMode
  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
  background: transparent;
}

/* Edit mode */

.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
  box-shadow: var(--jp-input-box-shadow);
  background-color: var(--jp-cell-editor-active-background);
}

/*-----------------------------------------------------------------------------
| Notebook drag and drop
|----------------------------------------------------------------------------*/

.jp-Notebook-cell.jp-mod-dropSource {
  opacity: 0.5;
}

.jp-Notebook-cell.jp-mod-dropTarget,
.jp-Notebook.jp-mod-commandMode
  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
  border-top-color: var(--jp-private-notebook-selected-color);
  border-top-style: solid;
  border-top-width: 2px;
}

.jp-dragImage {
  display: block;
  flex-direction: row;
  width: var(--jp-private-notebook-dragImage-width);
  height: var(--jp-private-notebook-dragImage-height);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background);
  overflow: visible;
}

.jp-dragImage-singlePrompt {
  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
}

.jp-dragImage .jp-dragImage-content {
  flex: 1 1 auto;
  z-index: 2;
  font-size: var(--jp-code-font-size);
  font-family: var(--jp-code-font-family);
  line-height: var(--jp-code-line-height);
  padding: var(--jp-code-padding);
  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
  background: var(--jp-cell-editor-background-color);
  color: var(--jp-content-font-color3);
  text-align: left;
  margin: 4px 4px 4px 0px;
}

.jp-dragImage .jp-dragImage-prompt {
  flex: 0 0 auto;
  min-width: 36px;
  color: var(--jp-cell-inprompt-font-color);
  padding: var(--jp-code-padding);
  padding-left: 12px;
  font-family: var(--jp-cell-prompt-font-family);
  letter-spacing: var(--jp-cell-prompt-letter-spacing);
  line-height: 1.9;
  font-size: var(--jp-code-font-size);
  border: var(--jp-border-width) solid transparent;
}

.jp-dragImage-multipleBack {
  z-index: -1;
  position: absolute;
  height: 32px;
  width: 300px;
  top: 8px;
  left: 8px;
  background: var(--jp-layout-color2);
  border: var(--jp-border-width) solid var(--jp-input-border-color);
  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
}

/*-----------------------------------------------------------------------------
| Cell toolbar
|----------------------------------------------------------------------------*/

.jp-NotebookTools {
  display: block;
  min-width: var(--jp-sidebar-min-width);
  color: var(--jp-ui-font-color1);
  background: var(--jp-layout-color1);
  /* This is needed so that all font sizing of children done in ems is
    * relative to this base size */
  font-size: var(--jp-ui-font-size1);
  overflow: auto;
}

.jp-NotebookTools-tool {
  padding: 0px 12px 0 12px;
}

.jp-ActiveCellTool {
  padding: 12px;
  background-color: var(--jp-layout-color1);
  border-top: none !important;
}

.jp-ActiveCellTool .jp-InputArea-prompt {
  flex: 0 0 auto;
  padding-left: 0px;
}

.jp-ActiveCellTool .jp-InputArea-editor {
  flex: 1 1 auto;
  background: var(--jp-cell-editor-background);
  border-color: var(--jp-cell-editor-border-color);
}

.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
  background: transparent;
}

.jp-MetadataEditorTool {
  flex-direction: column;
  padding: 12px 0px 12px 0px;
}

.jp-RankedPanel > :not(:first-child) {
  margin-top: 12px;
}

.jp-KeySelector select.jp-mod-styled {
  font-size: var(--jp-ui-font-size1);
  color: var(--jp-ui-font-color0);
  border: var(--jp-border-width) solid var(--jp-border-color1);
}

.jp-KeySelector label,
.jp-MetadataEditorTool label {
  line-height: 1.4;
}

.jp-NotebookTools .jp-select-wrapper {
  margin-top: 4px;
  margin-bottom: 0px;
}

.jp-NotebookTools .jp-Collapse {
  margin-top: 16px;
}

/*-----------------------------------------------------------------------------
| Presentation Mode (.jp-mod-presentationMode)
|----------------------------------------------------------------------------*/

.jp-mod-presentationMode .jp-Notebook {
  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
  --jp-code-font-size: var(--jp-code-presentation-font-size);
}

.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
  flex: 0 0 110px;
}

/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/

.jp-Cell-Placeholder {
  padding-left: 55px;
}

.jp-Cell-Placeholder-wrapper {
  background: #fff;
  border: 1px solid;
  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
  border-radius: 4px;
  -webkit-border-radius: 4px;
  margin: 10px 15px;
}

.jp-Cell-Placeholder-wrapper-inner {
  padding: 15px;
  position: relative;
}

.jp-Cell-Placeholder-wrapper-body {
  background-repeat: repeat;
  background-size: 50% auto;
}

.jp-Cell-Placeholder-wrapper-body div {
  background: #f6f7f8;
  background-image: -webkit-linear-gradient(
    left,
    #f6f7f8 0%,
    #edeef1 20%,
    #f6f7f8 40%,
    #f6f7f8 100%
  );
  background-repeat: no-repeat;
  background-size: 800px 104px;
  height: 104px;
  position: relative;
}

.jp-Cell-Placeholder-wrapper-body div {
  position: absolute;
  right: 15px;
  left: 15px;
  top: 15px;
}

div.jp-Cell-Placeholder-h1 {
  top: 20px;
  height: 20px;
  left: 15px;
  width: 150px;
}

div.jp-Cell-Placeholder-h2 {
  left: 15px;
  top: 50px;
  height: 10px;
  width: 100px;
}

div.jp-Cell-Placeholder-content-1,
div.jp-Cell-Placeholder-content-2,
div.jp-Cell-Placeholder-content-3 {
  left: 15px;
  right: 15px;
  height: 10px;
}

div.jp-Cell-Placeholder-content-1 {
  top: 100px;
}

div.jp-Cell-Placeholder-content-2 {
  top: 120px;
}

div.jp-Cell-Placeholder-content-3 {
  top: 140px;
}

</style>

    <style type="text/css">
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

/*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

:root {
  /* Elevation
   *
   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
   *
   * https://github.com/material-components/material-components-web
   * https://material-components-web.appspot.com/elevation.html
   */

  --jp-shadow-base-lightness: 0;
  --jp-shadow-umbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.2
  );
  --jp-shadow-penumbra-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.14
  );
  --jp-shadow-ambient-color: rgba(
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    var(--jp-shadow-base-lightness),
    0.12
  );
  --jp-elevation-z0: none;
  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
    0px 1px 3px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
    0px 1px 5px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
    0px 1px 10px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
    0px 1px 18px 0px var(--jp-shadow-ambient-color);
  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
    0px 3px 14px 2px var(--jp-shadow-ambient-color);
  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
    0px 5px 22px 4px var(--jp-shadow-ambient-color);
  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
    0px 6px 30px 5px var(--jp-shadow-ambient-color);
  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
    0px 8px 38px 7px var(--jp-shadow-ambient-color);
  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
    0px 9px 46px 8px var(--jp-shadow-ambient-color);

  /* Borders
   *
   * The following variables, specify the visual styling of borders in JupyterLab.
   */

  --jp-border-width: 1px;
  --jp-border-color0: var(--md-grey-400);
  --jp-border-color1: var(--md-grey-400);
  --jp-border-color2: var(--md-grey-300);
  --jp-border-color3: var(--md-grey-200);
  --jp-border-radius: 2px;

  /* UI Fonts
   *
   * The UI font CSS variables are used for the typography all of the JupyterLab
   * user interface elements that are not directly user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-ui-font-scale-factor: 1.2;
  --jp-ui-font-size0: 0.83333em;
  --jp-ui-font-size1: 13px; /* Base font size */
  --jp-ui-font-size2: 1.2em;
  --jp-ui-font-size3: 1.44em;

  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';

  /*
   * Use these font colors against the corresponding main layout colors.
   * In a light theme, these go from dark to light.
   */

  /* Defaults use Material Design specification */
  --jp-ui-font-color0: rgba(0, 0, 0, 1);
  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);

  /*
   * Use these against the brand/accent/warn/error colors.
   * These will typically go from light to darker, in both a dark and light theme.
   */

  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);

  /* Content Fonts
   *
   * Content font variables are used for typography of user generated content.
   *
   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
   * is applied to a parent element. When children elements, such as headings, are sized
   * in em all things will be computed relative to that body size.
   */

  --jp-content-line-height: 1.6;
  --jp-content-font-scale-factor: 1.2;
  --jp-content-font-size0: 0.83333em;
  --jp-content-font-size1: 14px; /* Base font size */
  --jp-content-font-size2: 1.2em;
  --jp-content-font-size3: 1.44em;
  --jp-content-font-size4: 1.728em;
  --jp-content-font-size5: 2.0736em;

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-content-presentation-font-size1: 17px;

  --jp-content-heading-line-height: 1;
  --jp-content-heading-margin-top: 1.2em;
  --jp-content-heading-margin-bottom: 0.8em;
  --jp-content-heading-font-weight: 500;

  /* Defaults use Material Design specification */
  --jp-content-font-color0: rgba(0, 0, 0, 1);
  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
  --jp-content-font-color3: rgba(0, 0, 0, 0.38);

  --jp-content-link-color: var(--md-blue-700);

  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
    'Segoe UI Symbol';

  /*
   * Code Fonts
   *
   * Code font variables are used for typography of code and other monospaces content.
   */

  --jp-code-font-size: 13px;
  --jp-code-line-height: 1.3077; /* 17px for 13px base */
  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
  --jp-code-font-family: var(--jp-code-font-family-default);

  /* This gives a magnification of about 125% in presentation mode over normal. */
  --jp-code-presentation-font-size: 16px;

  /* may need to tweak cursor width if you change font size */
  --jp-code-cursor-width0: 1.4px;
  --jp-code-cursor-width1: 2px;
  --jp-code-cursor-width2: 4px;

  /* Layout
   *
   * The following are the main layout colors use in JupyterLab. In a light
   * theme these would go from light to dark.
   */

  --jp-layout-color0: white;
  --jp-layout-color1: white;
  --jp-layout-color2: var(--md-grey-200);
  --jp-layout-color3: var(--md-grey-400);
  --jp-layout-color4: var(--md-grey-600);

  /* Inverse Layout
   *
   * The following are the inverse layout colors use in JupyterLab. In a light
   * theme these would go from dark to light.
   */

  --jp-inverse-layout-color0: #111111;
  --jp-inverse-layout-color1: var(--md-grey-900);
  --jp-inverse-layout-color2: var(--md-grey-800);
  --jp-inverse-layout-color3: var(--md-grey-700);
  --jp-inverse-layout-color4: var(--md-grey-600);

  /* Brand/accent */

  --jp-brand-color0: var(--md-blue-900);
  --jp-brand-color1: var(--md-blue-700);
  --jp-brand-color2: var(--md-blue-300);
  --jp-brand-color3: var(--md-blue-100);
  --jp-brand-color4: var(--md-blue-50);

  --jp-accent-color0: var(--md-green-900);
  --jp-accent-color1: var(--md-green-700);
  --jp-accent-color2: var(--md-green-300);
  --jp-accent-color3: var(--md-green-100);

  /* State colors (warn, error, success, info) */

  --jp-warn-color0: var(--md-orange-900);
  --jp-warn-color1: var(--md-orange-700);
  --jp-warn-color2: var(--md-orange-300);
  --jp-warn-color3: var(--md-orange-100);

  --jp-error-color0: var(--md-red-900);
  --jp-error-color1: var(--md-red-700);
  --jp-error-color2: var(--md-red-300);
  --jp-error-color3: var(--md-red-100);

  --jp-success-color0: var(--md-green-900);
  --jp-success-color1: var(--md-green-700);
  --jp-success-color2: var(--md-green-300);
  --jp-success-color3: var(--md-green-100);

  --jp-info-color0: var(--md-cyan-900);
  --jp-info-color1: var(--md-cyan-700);
  --jp-info-color2: var(--md-cyan-300);
  --jp-info-color3: var(--md-cyan-100);

  /* Cell specific styles */

  --jp-cell-padding: 5px;

  --jp-cell-collapser-width: 8px;
  --jp-cell-collapser-min-height: 20px;
  --jp-cell-collapser-not-active-hover-opacity: 0.6;

  --jp-cell-editor-background: var(--md-grey-100);
  --jp-cell-editor-border-color: var(--md-grey-300);
  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-cell-editor-active-background: var(--jp-layout-color0);
  --jp-cell-editor-active-border-color: var(--jp-brand-color1);

  --jp-cell-prompt-width: 64px;
  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
  --jp-cell-prompt-letter-spacing: 0px;
  --jp-cell-prompt-opacity: 1;
  --jp-cell-prompt-not-active-opacity: 0.5;
  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  --jp-cell-inprompt-font-color: #307fc1;
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
  --jp-cell-outprompt-font-color: #bf5b3d;

  /* Notebook specific styles */

  --jp-notebook-padding: 10px;
  --jp-notebook-select-background: var(--jp-layout-color1);
  --jp-notebook-multiselected-color: var(--md-blue-50);

  /* The scroll padding is calculated to fill enough space at the bottom of the
  notebook to show one single-line cell (with appropriate padding) at the top
  when the notebook is scrolled all the way to the bottom. We also subtract one
  pixel so that no scrollbar appears if we have just one single-line cell in the
  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
  */
  --jp-notebook-scroll-padding: calc(
    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
  );

  /* Rendermime styles */

  --jp-rendermime-error-background: #fdd;
  --jp-rendermime-table-row-background: var(--md-grey-100);
  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);

  /* Dialog specific styles */

  --jp-dialog-background: rgba(0, 0, 0, 0.25);

  /* Console specific styles */

  --jp-console-padding: 10px;

  /* Toolbar specific styles */

  --jp-toolbar-border-color: var(--jp-border-color1);
  --jp-toolbar-micro-height: 8px;
  --jp-toolbar-background: var(--jp-layout-color1);
  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
  --jp-toolbar-header-margin: 4px 4px 0px 4px;
  --jp-toolbar-active-background: var(--md-grey-300);

  /* Statusbar specific styles */

  --jp-statusbar-height: 24px;

  /* Input field styles */

  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
  --jp-input-active-background: var(--jp-layout-color1);
  --jp-input-hover-background: var(--jp-layout-color1);
  --jp-input-background: var(--md-grey-100);
  --jp-input-border-color: var(--jp-border-color1);
  --jp-input-active-border-color: var(--jp-brand-color1);
  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);

  /* General editor styles */

  --jp-editor-selected-background: #d9d9d9;
  --jp-editor-selected-focused-background: #d7d4f0;
  --jp-editor-cursor-color: var(--jp-ui-font-color0);

  /* Code mirror specific styles */

  --jp-mirror-editor-keyword-color: #008000;
  --jp-mirror-editor-atom-color: #88f;
  --jp-mirror-editor-number-color: #080;
  --jp-mirror-editor-def-color: #00f;
  --jp-mirror-editor-variable-color: var(--md-grey-900);
  --jp-mirror-editor-variable-2-color: #05a;
  --jp-mirror-editor-variable-3-color: #085;
  --jp-mirror-editor-punctuation-color: #05a;
  --jp-mirror-editor-property-color: #05a;
  --jp-mirror-editor-operator-color: #aa22ff;
  --jp-mirror-editor-comment-color: #408080;
  --jp-mirror-editor-string-color: #ba2121;
  --jp-mirror-editor-string-2-color: #708;
  --jp-mirror-editor-meta-color: #aa22ff;
  --jp-mirror-editor-qualifier-color: #555;
  --jp-mirror-editor-builtin-color: #008000;
  --jp-mirror-editor-bracket-color: #997;
  --jp-mirror-editor-tag-color: #170;
  --jp-mirror-editor-attribute-color: #00c;
  --jp-mirror-editor-header-color: blue;
  --jp-mirror-editor-quote-color: #090;
  --jp-mirror-editor-link-color: #00c;
  --jp-mirror-editor-error-color: #f00;
  --jp-mirror-editor-hr-color: #999;

  /* Vega extension styles */

  --jp-vega-background: white;

  /* Sidebar-related styles */

  --jp-sidebar-min-width: 250px;

  /* Search-related styles */

  --jp-search-toggle-off-opacity: 0.5;
  --jp-search-toggle-hover-opacity: 0.8;
  --jp-search-toggle-on-opacity: 1;
  --jp-search-selected-match-background-color: rgb(245, 200, 0);
  --jp-search-selected-match-color: black;
  --jp-search-unselected-match-background-color: var(
    --jp-inverse-layout-color0
  );
  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);

  /* Icon colors that work well with light or dark backgrounds */
  --jp-icon-contrast-color0: var(--md-purple-600);
  --jp-icon-contrast-color1: var(--md-green-600);
  --jp-icon-contrast-color2: var(--md-pink-600);
  --jp-icon-contrast-color3: var(--md-blue-600);
}
</style>

<style type="text/css">
/* Force rendering true colors when outputing to pdf */
* {
  -webkit-print-color-adjust: exact;
}

/* Misc */
a.anchor-link {
  display: none;
}

.highlight  {
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<h1 id="Load-the-libraries">Load the libraries<a class="anchor-link" href="#Load-the-libraries">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">warnings</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s1">'ignore'</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">train_test_split</span>
<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">RocCurveDisplay</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">imblearn.over_sampling</span> <span class="kn">import</span> <span class="n">SMOTE</span>
<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import</span> <span class="n">Lasso</span>
<span class="kn">import</span> <span class="nn">xgboost</span> <span class="k">as</span> <span class="nn">xgb</span>
<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">GridSearchCV</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">7</span><span class="p">)</span>
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<h1 id="Read-the-data">Read the data<a class="anchor-link" href="#Read-the-data">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"DS/mRNA_DS_preprocessed_training_data.csv"</span><span class="p">)</span> <span class="c1"># read the training data</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"DS/mRNA_DS_test_data.csv"</span><span class="p">)</span> <span class="c1"># read the test data</span>
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<h1 id="Data-Preprocessing">Data Preprocessing<a class="anchor-link" href="#Data-Preprocessing">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span> <span class="o">=</span> <span class="n">df_train</span><span class="o">.</span><span class="n">T</span> <span class="c1"># transpose the data</span>
<span class="n">df_test</span> <span class="o">=</span> <span class="n">df_test</span><span class="o">.</span><span class="n">T</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#df_test = df_test[:-1]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Transform the input data</span>
<span class="n">df_train</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">df_train</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">df_train</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">df_train</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">df_train</span><span class="o">=</span><span class="n">df_train</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#Transform the input data</span>
<span class="n">df_test</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">df_test</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">df_test</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">df_test</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">inplace</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>
<span class="n">df_test</span><span class="o">=</span><span class="n">df_test</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[10]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metadata_test</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"DS/mRNA_DS_metadata_col_test_info.csv"</span><span class="p">)</span> <span class="c1"># read the column information (cancer/non cancer)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="o">=</span> <span class="n">df_test</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">metadata_test</span><span class="p">,</span> <span class="n">left_on</span><span class="o">=</span><span class="s2">"index"</span><span class="p">,</span> <span class="n">right_on</span><span class="o">=</span> <span class="s2">"Unnamed: 0"</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span> <span class="o">=</span> <span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'(?i)mucosa|normal|healthy'</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1"># replace the names to 0 </span>
 
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span> <span class="o">=</span> <span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'(?i)Tumor|Cancer|carcinoma'</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>title0
0    30
1    30
Name: count, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span> <span class="o">=</span> <span class="n">df_test</span><span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">to_numeric</span><span class="p">(</span><span class="n">df_test</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">],</span> <span class="n">errors</span><span class="o">=</span><span class="s1">'coerce'</span><span class="p">)</span><span class="o">.</span><span class="n">notnull</span><span class="p">()]</span><span class="c1">#remove all non-numeric data from the column.</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="o">=</span> <span class="n">df_test</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">'index'</span><span class="p">,</span> <span class="s1">'Unnamed: 0'</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_test</span><span class="o">=</span> <span class="n">df_test</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">"title0"</span><span class="p">:</span> <span class="s2">"index"</span><span class="p">})</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X_test</span><span class="o">=</span><span class="n">df_test</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s2">"index"</span><span class="p">,</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">y_test</span><span class="o">=</span><span class="n">df_test</span><span class="p">[</span><span class="s1">'index'</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">metadata_train</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"DS/mRNA_DS_metadata_col_info.csv"</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="o">=</span> <span class="n">df_train</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">metadata_train</span><span class="p">,</span> <span class="n">left_on</span><span class="o">=</span><span class="s2">"index"</span><span class="p">,</span> <span class="n">right_on</span><span class="o">=</span> <span class="s2">"Unnamed: 0"</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span> <span class="o">=</span> <span class="n">df_train</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'(?i)mucosa|normal|healthy'</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span> <span class="o">=</span> <span class="n">df_train</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'(?i)Tumor|Cancer|carcinoma'</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span> <span class="o">=</span> <span class="n">df_train</span><span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">to_numeric</span><span class="p">(</span><span class="n">df_train</span><span class="p">[</span><span class="s1">'title0'</span><span class="p">],</span> <span class="n">errors</span><span class="o">=</span><span class="s1">'coerce'</span><span class="p">)</span><span class="o">.</span><span class="n">notnull</span><span class="p">()]</span><span class="c1">#remove all non-numeric data from the column.</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="o">=</span> <span class="n">df_train</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">'index'</span><span class="p">,</span> <span class="s1">'Unnamed: 0'</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="o">=</span> <span class="n">df_train</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">"title0"</span><span class="p">:</span> <span class="s2">"index"</span><span class="p">})</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="p">[</span><span class="s1">'index'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>index
0    111
1    108
Name: count, dtype: int64</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df_train</span><span class="o">=</span> <span class="n">df_train</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">to_numeric</span><span class="p">)</span>
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<h1 id="t-SNE">t-SNE<a class="anchor-link" href="#t-SNE">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.manifold</span> <span class="kn">import</span> <span class="n">TSNE</span>
<span class="c1"># t-SNE</span>
<span class="n">tsne</span> <span class="o">=</span> <span class="n">TSNE</span><span class="p">(</span><span class="n">n_components</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span><span class="n">perplexity</span><span class="o">=</span><span class="mi">40</span><span class="p">)</span>
<span class="n">embedded_data</span> <span class="o">=</span> <span class="n">tsne</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">df_train</span><span class="p">)</span>

<span class="c1"># Step 2: Separate data points by class</span>
<span class="n">class_1_indices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">df_train</span><span class="p">[</span><span class="s1">'index'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">class_2_indices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">df_train</span><span class="p">[</span><span class="s1">'index'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>

<span class="n">class_1_data</span> <span class="o">=</span> <span class="n">embedded_data</span><span class="p">[</span><span class="n">class_1_indices</span><span class="p">]</span>
<span class="n">class_2_data</span> <span class="o">=</span> <span class="n">embedded_data</span><span class="p">[</span><span class="n">class_2_indices</span><span class="p">]</span>

<span class="c1"># Step 3: Plot the t-SNE plot with different colors for each class</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">class_1_data</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">class_1_data</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s1">'red'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'Non-Cancer'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">class_2_data</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">class_2_data</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s1">'blue'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'Cancer'</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'t-SNE Plot'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Dimension 1'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Dimension 2'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h4 id="t-distributed-stochastic-neighbor-embedding-(t-SNE)-is-a-statistical-method-for-visualizing-high-dimensional-data-by-giving-each-datapoint-a-location-in-a-two-dimensional-map.--In-the-plot-above-we-used-perplexity-of-40-for-visualizing-the-t-SNE,-but-we-didnt-do-any-dimensionality-reduction-with-it.-Blue-points-are-Cancer-and-the-red-are-non-cancer.">t-distributed stochastic neighbor embedding (t-SNE) is a statistical method for visualizing high-dimensional data by giving each datapoint a location in a two dimensional map.  In the plot above we used perplexity of 40 for visualizing the t-SNE, but we didnt do any dimensionality reduction with it. Blue points are Cancer and the red are non-cancer.<a class="anchor-link" href="#t-distributed-stochastic-neighbor-embedding-(t-SNE)-is-a-statistical-method-for-visualizing-high-dimensional-data-by-giving-each-datapoint-a-location-in-a-two-dimensional-map.--In-the-plot-above-we-used-perplexity-of-40-for-visualizing-the-t-SNE,-but-we-didnt-do-any-dimensionality-reduction-with-it.-Blue-points-are-Cancer-and-the-red-are-non-cancer.">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X</span><span class="o">=</span><span class="n">df_train</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s2">"index"</span><span class="p">,</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">y</span><span class="o">=</span><span class="n">df_train</span><span class="p">[</span><span class="s1">'index'</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X</span><span class="o">=</span><span class="n">X</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">'int'</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">'int'</span><span class="p">)</span>
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<h1 id="Feature-Selection-(LASSO)">Feature Selection (LASSO)<a class="anchor-link" href="#Feature-Selection-(LASSO)">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># LASSO model:</span>
<span class="n">lasso</span> <span class="o">=</span> <span class="n">Lasso</span><span class="p">(</span><span class="n">alpha</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="c1"># fitting the model:</span>
<span class="n">lasso</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
<span class="c1"># select all coefficients and the feature names</span>
<span class="n">lasso_coefs</span> <span class="o">=</span> <span class="n">lasso</span><span class="o">.</span><span class="n">coef_</span>
<span class="n">feature_names</span> <span class="o">=</span> <span class="n">X</span><span class="o">.</span><span class="n">columns</span>

<span class="c1"># collect the selected features:</span>
<span class="n">selected_feature_indices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nonzero</span><span class="p">(</span><span class="n">lasso_coefs</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">selected_features</span> <span class="o">=</span> <span class="p">[</span><span class="n">feature_names</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">selected_feature_indices</span><span class="p">]</span>
<span class="n">X_selected</span> <span class="o">=</span> <span class="n">X</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span> <span class="n">selected_feature_indices</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">selected_features</span><span class="p">)</span>
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<pre>98</pre>
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<h1 id="Test-train-split">Test train split<a class="anchor-link" href="#Test-train-split">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X_train</span> <span class="o">=</span> <span class="n">X_selected</span>
<span class="n">y_train</span> <span class="o">=</span> <span class="n">y</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">y_test</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(),</span><span class="n">y_train</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
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<pre>(index
 0    30
 1    30
 Name: count, dtype: int64,
 index
 0    111
 1    108
 Name: count, dtype: int64)</pre>
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<h1 id="Cross-validation">Cross validation<a class="anchor-link" href="#Cross-validation">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">xgb</span><span class="o">.</span><span class="n">XGBClassifier</span><span class="p">(</span><span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>

<span class="c1"># Defining parameter range</span>
<span class="n">param_grid</span> <span class="o">=</span> <span class="p">{</span>
    <span class="s1">'max_depth'</span><span class="p">:</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span><span class="mi">5</span><span class="p">],</span>
    <span class="s1">'learning_rate'</span><span class="p">:</span> <span class="p">[</span><span class="mf">0.1</span> <span class="p">,</span><span class="mf">0.01</span><span class="p">,</span> <span class="mf">0.001</span><span class="p">],</span>
    <span class="s1">'n_estimators'</span><span class="p">:</span> <span class="p">[</span><span class="mi">100</span><span class="p">,</span><span class="mi">200</span><span class="p">],</span>
    <span class="s1">'gamma'</span><span class="p">:</span> <span class="p">[</span> <span class="mf">0.1</span><span class="p">,</span><span class="mf">0.01</span><span class="p">,</span><span class="mf">0.001</span><span class="p">],</span>
    <span class="s1">'subsample'</span><span class="p">:</span> <span class="p">[</span><span class="mf">0.8</span><span class="p">,</span><span class="mi">1</span><span class="p">]</span>
<span class="p">}</span>

<span class="n">grid</span> <span class="o">=</span> <span class="n">GridSearchCV</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">param_grid</span><span class="p">,</span> <span class="n">refit</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">verbose</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>

<span class="c1"># Fitting the model for grid search</span>
<span class="n">grid</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
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<pre>Fitting 5 folds for each of 72 candidates, totalling 360 fits
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.864 total time=   0.3s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.953 total time=   0.4s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.795 total time=   0.4s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.3s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.977 total time=   0.3s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.7s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.864 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.864 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.930 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.795 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.773 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.636 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.860 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.864 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.3s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.907 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.773 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.750 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.818 total time=   0.2s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.841 total time=   0.2s
[CV 2/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.773 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.909 total time=   0.3s
[CV 5/5] END gamma=0.1, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.614 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.864 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.636 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.884 total time=   1.4s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.659 total time=   2.0s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.864 total time=   0.9s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   1.6s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.614 total time=   0.1s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.864 total time=   0.1s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.2s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.4s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.3s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.3s
[CV 1/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.659 total time=   0.5s
[CV 2/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.614 total time=   0.2s
[CV 3/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.5s
[CV 4/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.886 total time=   0.4s
[CV 5/5] END gamma=0.1, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.930 total time=   1.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.750 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.930 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.977 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.727 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.953 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.841 total time=   0.3s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.6s
[CV 3/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.795 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.773 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.636 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.860 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.864 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.909 total time=   0.5s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.907 total time=   0.8s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.773 total time=   1.1s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.4s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.750 total time=   0.7s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   1.8s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.932 total time=   3.4s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.884 total time=   3.2s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.818 total time=   1.7s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.955 total time=   1.9s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.7s
[CV 1/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.841 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.773 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.3s
[CV 4/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.614 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.864 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.3s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.659 total time=   0.3s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.636 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.864 total time=   0.1s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.614 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.864 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.614 total time=   0.2s
[CV 3/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.3s
[CV 4/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.886 total time=   0.2s
[CV 5/5] END gamma=0.01, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.930 total time=   0.3s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.750 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=0.8;, score=0.930 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=1.000 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=100, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.727 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.4s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.977 total time=   0.3s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=3, n_estimators=200, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.864 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.886 total time=   0.5s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.5s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.977 total time=   0.6s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.932 total time=   0.4s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.9s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.864 total time=   1.2s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   1.4s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=0.8;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.886 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.1, max_depth=5, n_estimators=200, subsample=1;, score=0.953 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.795 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.773 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.636 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=100, subsample=1;, score=0.860 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.864 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.932 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=3, n_estimators=200, subsample=1;, score=0.907 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.773 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.977 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.750 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.932 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=100, subsample=1;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.818 total time=   0.3s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.955 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.977 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.3s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.841 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.773 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.2s
[CV 4/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.909 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.01, max_depth=5, n_estimators=200, subsample=1;, score=0.884 total time=   0.3s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.886 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.614 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.864 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=100, subsample=1;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.3s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.3s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.886 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.636 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.955 total time=   0.3s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.886 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=3, n_estimators=200, subsample=1;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.864 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.932 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.909 total time=   0.1s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=0.8;, score=0.884 total time=   0.1s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.659 total time=   0.1s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.614 total time=   0.1s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.955 total time=   0.1s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.864 total time=   0.2s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=100, subsample=1;, score=0.930 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.659 total time=   0.3s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.3s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.932 total time=   0.3s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.909 total time=   0.3s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=0.8;, score=0.884 total time=   0.2s
[CV 1/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.659 total time=   0.2s
[CV 2/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.614 total time=   0.2s
[CV 3/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.955 total time=   0.3s
[CV 4/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.886 total time=   0.3s
[CV 5/5] END gamma=0.001, learning_rate=0.001, max_depth=5, n_estimators=200, subsample=1;, score=0.930 total time=   0.2s
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<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-1" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>GridSearchCV(estimator=XGBClassifier(base_score=None, booster=None,
                                     callbacks=None, colsample_bylevel=None,
                                     colsample_bynode=None,
                                     colsample_bytree=None,
                                     early_stopping_rounds=None,
                                     enable_categorical=False, eval_metric=None,
                                     feature_types=None, gamma=None,
                                     gpu_id=None, grow_policy=None,
                                     importance_type=None,
                                     interaction_constraints=None,
                                     learning_rate=None, max_b...
                                     max_cat_to_onehot=None,
                                     max_delta_step=None, max_depth=None,
                                     max_leaves=None, min_child_weight=None,
                                     missing=nan, monotone_constraints=None,
                                     n_estimators=100, n_jobs=None,
                                     num_parallel_tree=None, predictor=None,
                                     random_state=42, ...),
             param_grid={&#x27;gamma&#x27;: [0.1, 0.01, 0.001],
                         &#x27;learning_rate&#x27;: [0.1, 0.01, 0.001],
                         &#x27;max_depth&#x27;: [3, 5], &#x27;n_estimators&#x27;: [100, 200],
                         &#x27;subsample&#x27;: [0.8, 1]},
             verbose=3)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item sk-dashed-wrapped"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-1" type="checkbox" ><label for="sk-estimator-id-1" class="sk-toggleable__label sk-toggleable__label-arrow">GridSearchCV</label><div class="sk-toggleable__content"><pre>GridSearchCV(estimator=XGBClassifier(base_score=None, booster=None,
                                     callbacks=None, colsample_bylevel=None,
                                     colsample_bynode=None,
                                     colsample_bytree=None,
                                     early_stopping_rounds=None,
                                     enable_categorical=False, eval_metric=None,
                                     feature_types=None, gamma=None,
                                     gpu_id=None, grow_policy=None,
                                     importance_type=None,
                                     interaction_constraints=None,
                                     learning_rate=None, max_b...
                                     max_cat_to_onehot=None,
                                     max_delta_step=None, max_depth=None,
                                     max_leaves=None, min_child_weight=None,
                                     missing=nan, monotone_constraints=None,
                                     n_estimators=100, n_jobs=None,
                                     num_parallel_tree=None, predictor=None,
                                     random_state=42, ...),
             param_grid={&#x27;gamma&#x27;: [0.1, 0.01, 0.001],
                         &#x27;learning_rate&#x27;: [0.1, 0.01, 0.001],
                         &#x27;max_depth&#x27;: [3, 5], &#x27;n_estimators&#x27;: [100, 200],
                         &#x27;subsample&#x27;: [0.8, 1]},
             verbose=3)</pre></div></div></div><div class="sk-parallel"><div class="sk-parallel-item"><div class="sk-item"><div class="sk-label-container"><div class="sk-label sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-2" type="checkbox" ><label for="sk-estimator-id-2" class="sk-toggleable__label sk-toggleable__label-arrow">estimator: XGBClassifier</label><div class="sk-toggleable__content"><pre>XGBClassifier(base_score=None, booster=None, callbacks=None,
              colsample_bylevel=None, colsample_bynode=None,
              colsample_bytree=None, early_stopping_rounds=None,
              enable_categorical=False, eval_metric=None, feature_types=None,
              gamma=None, gpu_id=None, grow_policy=None, importance_type=None,
              interaction_constraints=None, learning_rate=None, max_bin=None,
              max_cat_threshold=None, max_cat_to_onehot=None,
              max_delta_step=None, max_depth=None, max_leaves=None,
              min_child_weight=None, missing=nan, monotone_constraints=None,
              n_estimators=100, n_jobs=None, num_parallel_tree=None,
              predictor=None, random_state=42, ...)</pre></div></div></div><div class="sk-serial"><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-3" type="checkbox" ><label for="sk-estimator-id-3" class="sk-toggleable__label sk-toggleable__label-arrow">XGBClassifier</label><div class="sk-toggleable__content"><pre>XGBClassifier(base_score=None, booster=None, callbacks=None,
              colsample_bylevel=None, colsample_bynode=None,
              colsample_bytree=None, early_stopping_rounds=None,
              enable_categorical=False, eval_metric=None, feature_types=None,
              gamma=None, gpu_id=None, grow_policy=None, importance_type=None,
              interaction_constraints=None, learning_rate=None, max_bin=None,
              max_cat_threshold=None, max_cat_to_onehot=None,
              max_delta_step=None, max_depth=None, max_leaves=None,
              min_child_weight=None, missing=nan, monotone_constraints=None,
              n_estimators=100, n_jobs=None, num_parallel_tree=None,
              predictor=None, random_state=42, ...)</pre></div></div></div></div></div></div></div></div></div></div>
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<h1 id="choose-the-best-hyperparameters">choose the best hyperparameters<a class="anchor-link" href="#choose-the-best-hyperparameters">&#182;</a></h1>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[37]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># print best parameter after tuning</span>
<span class="nb">print</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">best_params_</span><span class="p">)</span>
  
<span class="c1"># print how our model looks after hyper-parameter tuning</span>
<span class="nb">print</span><span class="p">(</span><span class="n">grid</span><span class="o">.</span><span class="n">best_estimator_</span><span class="p">)</span>
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<pre>{&#39;gamma&#39;: 0.001, &#39;learning_rate&#39;: 0.1, &#39;max_depth&#39;: 3, &#39;n_estimators&#39;: 100, &#39;subsample&#39;: 1}
XGBClassifier(base_score=None, booster=None, callbacks=None,
              colsample_bylevel=None, colsample_bynode=None,
              colsample_bytree=None, early_stopping_rounds=None,
              enable_categorical=False, eval_metric=None, feature_types=None,
              gamma=0.001, gpu_id=None, grow_policy=None, importance_type=None,
              interaction_constraints=None, learning_rate=0.1, max_bin=None,
              max_cat_threshold=None, max_cat_to_onehot=None,
              max_delta_step=None, max_depth=3, max_leaves=None,
              min_child_weight=None, missing=nan, monotone_constraints=None,
              n_estimators=100, n_jobs=None, num_parallel_tree=None,
              predictor=None, random_state=42, ...)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Select columns in df1 based on columns in df2</span>
<span class="n">X_test</span> <span class="o">=</span> <span class="n">X_test</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="n">X_train</span><span class="o">.</span><span class="n">columns</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X_test</span> <span class="o">=</span> <span class="n">X_test</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">'int'</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">model_xgb</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">best_estimator_</span>
<span class="n">model_xgb</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span><span class="n">y_train</span><span class="p">)</span>
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<style>#sk-container-id-2 {color: black;background-color: white;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-2" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>XGBClassifier(base_score=None, booster=None, callbacks=None,
              colsample_bylevel=None, colsample_bynode=None,
              colsample_bytree=None, early_stopping_rounds=None,
              enable_categorical=False, eval_metric=None, feature_types=None,
              gamma=0.001, gpu_id=None, grow_policy=None, importance_type=None,
              interaction_constraints=None, learning_rate=0.1, max_bin=None,
              max_cat_threshold=None, max_cat_to_onehot=None,
              max_delta_step=None, max_depth=3, max_leaves=None,
              min_child_weight=None, missing=nan, monotone_constraints=None,
              n_estimators=100, n_jobs=None, num_parallel_tree=None,
              predictor=None, random_state=42, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-4" type="checkbox" checked><label for="sk-estimator-id-4" class="sk-toggleable__label sk-toggleable__label-arrow">XGBClassifier</label><div class="sk-toggleable__content"><pre>XGBClassifier(base_score=None, booster=None, callbacks=None,
              colsample_bylevel=None, colsample_bynode=None,
              colsample_bytree=None, early_stopping_rounds=None,
              enable_categorical=False, eval_metric=None, feature_types=None,
              gamma=0.001, gpu_id=None, grow_policy=None, importance_type=None,
              interaction_constraints=None, learning_rate=0.1, max_bin=None,
              max_cat_threshold=None, max_cat_to_onehot=None,
              max_delta_step=None, max_depth=3, max_leaves=None,
              min_child_weight=None, missing=nan, monotone_constraints=None,
              n_estimators=100, n_jobs=None, num_parallel_tree=None,
              predictor=None, random_state=42, ...)</pre></div></div></div></div></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">y_proba</span> <span class="o">=</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span><span class="o">.</span><span class="n">predict_proba</span><span class="p">(</span><span class="n">X_test</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span>
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<h1 id="ROC-Curve-and-Classification-report">ROC Curve and Classification report<a class="anchor-link" href="#ROC-Curve-and-Classification-report">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">roc_curve</span><span class="p">,</span> <span class="n">auc</span>
<span class="c1"># Calculate the false positive rate (FPR), true positive rate (TPR), and thresholds</span>
<span class="n">fpr</span><span class="p">,</span> <span class="n">tpr</span><span class="p">,</span> <span class="n">thresholds</span> <span class="o">=</span> <span class="n">roc_curve</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">y_proba</span><span class="p">)</span>

<span class="c1"># Calculate the area under the ROC curve (AUC)</span>
<span class="n">roc_auc</span> <span class="o">=</span> <span class="n">auc</span><span class="p">(</span><span class="n">fpr</span><span class="p">,</span> <span class="n">tpr</span><span class="p">)</span>

<span class="c1"># Plot the ROC curve</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fpr</span><span class="p">,</span> <span class="n">tpr</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'blue'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'ROC curve (area = </span><span class="si">%0.2f</span><span class="s1">)'</span> <span class="o">%</span> <span class="n">roc_auc</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s1">'red'</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">'--'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.05</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'False Positive Rate'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'True Positive Rate'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'XGBoost'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="s1">'lower right'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<h3 id="The-ROC-curve-above-shows-that-the-XGBoost-model-has-an-AUC-of-0.97-which-indicates-that-the-model-preformed-good-in-classification-of-non-cancer-and-cancer.">The ROC curve above shows that the XGBoost model has an AUC of 0.97 which indicates that the model preformed good in classification of non cancer and cancer.<a class="anchor-link" href="#The-ROC-curve-above-shows-that-the-XGBoost-model-has-an-AUC-of-0.97-which-indicates-that-the-model-preformed-good-in-classification-of-non-cancer-and-cancer.">&#182;</a></h3>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[43]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Predict probabilities for the training data</span>
<span class="n">y_train_proba</span> <span class="o">=</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">predict_proba</span><span class="p">(</span><span class="n">X_train</span><span class="p">)[:,</span> <span class="mi">1</span><span class="p">]</span>

<span class="c1"># Calculate the false positive rate (FPR), true positive rate (TPR), and thresholds</span>
<span class="n">fpr_train</span><span class="p">,</span> <span class="n">tpr_train</span><span class="p">,</span> <span class="n">thresholds_train</span> <span class="o">=</span> <span class="n">roc_curve</span><span class="p">(</span><span class="n">y_train</span><span class="p">,</span> <span class="n">y_train_proba</span><span class="p">)</span>

<span class="c1"># Calculate the area under the ROC curve (AUC) for training data</span>
<span class="n">roc_auc_train</span> <span class="o">=</span> <span class="n">auc</span><span class="p">(</span><span class="n">fpr_train</span><span class="p">,</span> <span class="n">tpr_train</span><span class="p">)</span>

<span class="c1"># Plot the ROC curve for training data</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">fpr_train</span><span class="p">,</span> <span class="n">tpr_train</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'blue'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'ROC curve (area = </span><span class="si">%0.2f</span><span class="s1">)'</span> <span class="o">%</span> <span class="n">roc_auc_train</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s1">'red'</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">'--'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.05</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'False Positive Rate'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'True Positive Rate'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'XGBoost - ROC Curve for Training Data'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="s1">'lower right'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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"
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<h4 id="In-the-ROC-curve-above-we-can-see-that-the-AUC-value-of-1-for-the-train-set-which-indicates-the-model's-flawless-ability-to-distinguish-between-positive-and-negative-classes-during-training,-showcasing-excellent-performance-on-the-training-data.">In the ROC curve above we can see that the AUC value of 1 for the train set which indicates the model's flawless ability to distinguish between positive and negative classes during training, showcasing excellent performance on the training data.<a class="anchor-link" href="#In-the-ROC-curve-above-we-can-see-that-the-AUC-value-of-1-for-the-train-set-which-indicates-the-model's-flawless-ability-to-distinguish-between-positive-and-negative-classes-during-training,-showcasing-excellent-performance-on-the-training-data.">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">classification_report</span><span class="p">,</span> <span class="n">confusion_matrix</span>
<span class="n">grid_predictions</span> <span class="o">=</span> <span class="n">grid</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">classification_report</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">grid_predictions</span><span class="p">))</span>
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<pre>              precision    recall  f1-score   support

           0       1.00      0.87      0.93        30
           1       0.88      1.00      0.94        30

    accuracy                           0.93        60
   macro avg       0.94      0.93      0.93        60
weighted avg       0.94      0.93      0.93        60

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<h3 id="The-model-displayed-high-precision-and-recall-for-both-classes,-resulting-in-an-overall-F1-score-of-0.93,-indicating-its-strong-performance-on-the-test-dataset.">The model displayed high precision and recall for both classes, resulting in an overall F1-score of 0.93, indicating its strong performance on the test dataset.<a class="anchor-link" href="#The-model-displayed-high-precision-and-recall-for-both-classes,-resulting-in-an-overall-F1-score-of-0.93,-indicating-its-strong-performance-on-the-test-dataset.">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#######CONFUSION MATRIX ###########</span>
<span class="kn">from</span> <span class="nn">sklearn</span> <span class="kn">import</span> <span class="n">metrics</span>
<span class="n">y_test_pred_xgb</span> <span class="o">=</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
<span class="n">confusion_matrix_test</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">y_test_pred_xgb</span><span class="p">)</span>
<span class="n">cm_display</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">ConfusionMatrixDisplay</span><span class="p">(</span><span class="n">confusion_matrix</span> <span class="o">=</span> <span class="n">confusion_matrix_test</span><span class="p">,</span> <span class="n">display_labels</span> <span class="o">=</span> <span class="p">[</span><span class="kc">False</span><span class="p">,</span> <span class="kc">True</span><span class="p">])</span>
<span class="n">cm_display</span><span class="o">.</span><span class="n">plot</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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"
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<h3 id="The-XGBoost-model-achieved-26-true-positive-predictions-and-30-true-negative-predictions,-with-only-4-false-positives-and-no-false-negatives,-indicating-strong-overall-performance-in-correctly-classifying-positive-and-negative-samples.">The XGBoost model achieved 26 true positive predictions and 30 true negative predictions, with only 4 false positives and no false negatives, indicating strong overall performance in correctly classifying positive and negative samples.<a class="anchor-link" href="#The-XGBoost-model-achieved-26-true-positive-predictions-and-30-true-negative-predictions,-with-only-4-false-positives-and-no-false-negatives,-indicating-strong-overall-performance-in-correctly-classifying-positive-and-negative-samples.">&#182;</a></h3>
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<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[47]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">total1</span><span class="o">=</span><span class="nb">sum</span><span class="p">(</span><span class="nb">sum</span><span class="p">(</span><span class="n">confusion_matrix_test</span><span class="p">))</span>
<span class="c1">#####from confusion matrix calculate accuracy</span>
<span class="n">accuracy1</span><span class="o">=</span><span class="p">(</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span><span class="o">/</span><span class="n">total1</span>
<span class="nb">print</span> <span class="p">(</span><span class="s1">'Accuracy : '</span><span class="p">,</span> <span class="n">accuracy1</span><span class="p">)</span>

<span class="n">sensitivity1</span> <span class="o">=</span> <span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">'Sensitivity : '</span><span class="p">,</span> <span class="n">sensitivity1</span> <span class="p">)</span>

<span class="n">specificity1</span> <span class="o">=</span> <span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="p">(</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">confusion_matrix_test</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">'Specificity : '</span><span class="p">,</span> <span class="n">specificity1</span><span class="p">)</span>
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<pre>Accuracy :  0.9333333333333333
Sensitivity :  0.8666666666666667
Specificity :  1.0
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<h3 id="The-XGBoost-model-demonstrated-strong-performance-with-an-accuracy-of-93.3%25,-correctly-identifying-all-negative-samples-with-a-specificity-of-100%25-and-achieving-a-high-sensitivity-of-86.7%25-for-positive-samples.">The XGBoost model demonstrated strong performance with an accuracy of 93.3%, correctly identifying all negative samples with a specificity of 100% and achieving a high sensitivity of 86.7% for positive samples.<a class="anchor-link" href="#The-XGBoost-model-demonstrated-strong-performance-with-an-accuracy-of-93.3%25,-correctly-identifying-all-negative-samples-with-a-specificity-of-100%25-and-achieving-a-high-sensitivity-of-86.7%25-for-positive-samples.">&#182;</a></h3>
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<h1 id="Feature-importance:">Feature importance:<a class="anchor-link" href="#Feature-importance:">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># for important features:</span>
<span class="n">important_feat</span> <span class="o">=</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">feature_importances_</span>
<span class="c1">#get indices of those important features</span>
<span class="n">idx</span> <span class="o">=</span> <span class="n">important_feat</span><span class="o">.</span><span class="n">argsort</span><span class="p">(</span><span class="n">kind</span><span class="o">=</span> <span class="s2">"quicksort"</span><span class="p">)</span>
<span class="n">idx</span><span class="o">=</span> <span class="n">idx</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">][:</span><span class="mi">50</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df1</span> <span class="o">=</span> <span class="n">X_selected</span><span class="o">.</span><span class="n">T</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">top_met</span> <span class="o">=</span> <span class="n">df1</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">idx</span><span class="p">]</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">top_met</span><span class="o">.</span><span class="n">index</span>
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<pre>Index([&#39;CRISP3&#39;, &#39;TRIP13&#39;, &#39;RPN1&#39;, &#39;CRNN&#39;, &#39;ALDH9A1&#39;, &#39;ECT2&#39;, &#39;HSPB8&#39;, &#39;MCM2&#39;,
       &#39;EMP1&#39;, &#39;SIM2&#39;, &#39;RAB11FIP1&#39;, &#39;COL1A1&#39;, &#39;EFNA1&#39;, &#39;IGFBP3&#39;, &#39;KANK1&#39;,
       &#39;CFD&#39;, &#39;CLIC3&#39;, &#39;ID4&#39;, &#39;CH25H&#39;, &#39;LCN2&#39;, &#39;DHRS1&#39;, &#39;IGF2BP2&#39;, &#39;MMP10&#39;,
       &#39;ANO1&#39;, &#39;MYH10&#39;, &#39;LAMC2&#39;, &#39;SLK&#39;, &#39;ZBTB16&#39;, &#39;AIM2&#39;, &#39;AQP3&#39;, &#39;COL5A2&#39;,
       &#39;UCHL1&#39;, &#39;ENTPD6&#39;, &#39;GALE&#39;, &#39;ATP6V1D&#39;, &#39;HSPBAP1&#39;, &#39;GPX3&#39;, &#39;LEPROTL1&#39;,
       &#39;NT5C2&#39;, &#39;SCNN1A&#39;, &#39;FSCN1&#39;, &#39;ERCC3&#39;, &#39;TMPRSS11D&#39;, &#39;RHCG&#39;, &#39;PTN&#39;,
       &#39;CRABP2&#39;, &#39;DHRS2&#39;, &#39;GABRP&#39;, &#39;FLG&#39;, &#39;TMF1&#39;],
      dtype=&#39;object&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">X_selected</span><span class="o">.</span><span class="n">columns</span>
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<pre>Index([&#39;ACLY&#39;, &#39;ACPP&#39;, &#39;AIM2&#39;, &#39;ALDH9A1&#39;, &#39;ALOX12&#39;, &#39;ANO1&#39;, &#39;AQP3&#39;, &#39;ATP6V1D&#39;,
       &#39;CCNG2&#39;, &#39;CES2&#39;, &#39;CFD&#39;, &#39;CH25H&#39;, &#39;CLIC3&#39;, &#39;COL1A1&#39;, &#39;COL5A2&#39;, &#39;CRABP2&#39;,
       &#39;CRISP3&#39;, &#39;CRNN&#39;, &#39;CYP4B1&#39;, &#39;DHRS1&#39;, &#39;DHRS2&#39;, &#39;DUOX1&#39;, &#39;DUSP5&#39;, &#39;ECM1&#39;,
       &#39;ECT2&#39;, &#39;EFNA1&#39;, &#39;EMP1&#39;, &#39;ENTPD6&#39;, &#39;ERCC3&#39;, &#39;FLG&#39;, &#39;FSCN1&#39;, &#39;GABRP&#39;,
       &#39;GALE&#39;, &#39;GALNT1&#39;, &#39;GPX3&#39;, &#39;HOPX&#39;, &#39;HSPB8&#39;, &#39;HSPBAP1&#39;, &#39;HSPD1&#39;, &#39;ID4&#39;,
       &#39;IFI35&#39;, &#39;IGF2BP2&#39;, &#39;IGFBP3&#39;, &#39;IL1RN&#39;, &#39;INPP1&#39;, &#39;KANK1&#39;, &#39;KLK13&#39;,
       &#39;KRT4&#39;, &#39;LAMC2&#39;, &#39;LCN2&#39;, &#39;LEPROTL1&#39;, &#39;LYPD3&#39;, &#39;MAL&#39;, &#39;MCM2&#39;, &#39;MMP10&#39;,
       &#39;MUC1&#39;, &#39;MYH10&#39;, &#39;NDRG2&#39;, &#39;NT5C2&#39;, &#39;PCSK5&#39;, &#39;PHLDA1&#39;, &#39;PITX1&#39;,
       &#39;PPP1R3C&#39;, &#39;PSMB9&#39;, &#39;PTN&#39;, &#39;RAB11FIP1&#39;, &#39;RANBP9&#39;, &#39;RHCG&#39;, &#39;RND3&#39;,
       &#39;RPN1&#39;, &#39;RUVBL1&#39;, &#39;SCNN1A&#39;, &#39;SERPINB13&#39;, &#39;SERPINB2&#39;, &#39;SIM2&#39;, &#39;SLC2A1&#39;,
       &#39;SLK&#39;, &#39;SLURP1&#39;, &#39;SPINK5&#39;, &#39;SPRR3&#39;, &#39;SSRP1&#39;, &#39;STK24&#39;, &#39;SYNPO2L&#39;,
       &#39;TAPBP&#39;, &#39;TFAP2B&#39;, &#39;TGIF1&#39;, &#39;TIAM1&#39;, &#39;TJP1&#39;, &#39;TMF1&#39;, &#39;TMPRSS11D&#39;,
       &#39;TMPRSS11E&#39;, &#39;TRIP13&#39;, &#39;TSPAN6&#39;, &#39;TST&#39;, &#39;TYMP&#39;, &#39;UCHL1&#39;, &#39;ZBTB16&#39;,
       &#39;ZNF185&#39;],
      dtype=&#39;object&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">sorted_idx</span> <span class="o">=</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">feature_importances_</span><span class="o">.</span><span class="n">argsort</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">barh</span><span class="p">(</span><span class="n">top_met</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">model_xgb</span><span class="o">.</span><span class="n">feature_importances_</span><span class="p">[</span><span class="n">idx</span><span class="p">])[::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"Xgboost Feature Importance"</span><span class="p">)</span>
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<pre>Text(0.5, 0, &#39;Xgboost Feature Importance&#39;)</pre>
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"
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<h4 id="The-above-plot-shows-the-feature-importance-from-low-importance-to-high-importance-found-by-the-model.">The above plot shows the feature importance from low importance to high importance found by the model.<a class="anchor-link" href="#The-above-plot-shows-the-feature-importance-from-low-importance-to-high-importance-found-by-the-model.">&#182;</a></h4>
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