Pinned

1. get-started-with-JAX Public

   The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well a…

   Jupyter Notebook 366 46

2. pytorch-original-transformer Public

   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 714 125

3. pytorch-GAT Public

   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 1.8k 253

4. pytorch-deepdream Public

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

   Jupyter Notebook 290 64

5. pytorch-GANs Public

   My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

   Python 332 44

6. pytorch-neural-style-transfer Public

   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 257 62