Pinned

1. pytorch-GAT

   My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entr…

   Jupyter Notebook 425 34

2. pytorch-gans

   My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN, cGAN, DCGAN, etc.

   Python 268 23

3. pytorch-original-transformer

   My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

   Jupyter Notebook 397 58

4. pytorch-neural-style-transfer

   Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the i…

   Python 93 18

5. pytorch-deepdream

   PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

   Python 56 14

6. pytorch-neural-style-transfer-fast

   Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net…

   Python 51 9