diff --git a/README.md b/README.md
index 88d256d9bbf7ca7c6f686a29c0326fa7f2777fd4..bf1b045bdcc94d4237ab0d0d17ecdb81592dfb39 100644
--- a/README.md
+++ b/README.md
@@ -39,6 +39,8 @@ We use VAE and CVAE of 2-dim latent space to generate pictures learnt from 20000
 - [PyTorch](https://git.imp.fu-berlin.de/yuxuac94/deep-learning-examples/-/blob/master/02-Intermediate/vae_pytorch.ipynb)
 - [TensorFlow](https://git.imp.fu-berlin.de/yuxuac94/deep-learning-examples/-/blob/master/02-Intermediate/vae_tf.ipynb)
 #### 2.3 GAN
+We use vanilla GAN of 32-dim latent space to generate from 60000-sized MNIST dataset. Implemented in:
+- [PyTorch](https://git.imp.fu-berlin.de/yuxuac94/deep-learning-examples/-/blob/master/02-Intermediate/gan_pytorch.ipynb)
 
 ## [3. Advanced](https://git.imp.fu-berlin.de/yuxuac94/deep-learning-examples/-/tree/master/3.%20Advanced)