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1. openai/improved-gan openai/improved-gan Public

   Code for the paper "Improved Techniques for Training GANs"

   Python 2.3k 623

2. openai/pixel-cnn openai/pixel-cnn Public

   Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

   Python 1.9k 437

3. cybertronai/gradient-checkpointing cybertronai/gradient-checkpointing Public

   Make huge neural nets fit in memory

   Python 2.7k 271

4. openai/weightnorm openai/weightnorm Public

   Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

   Python 365 119

5. openai/iaf openai/iaf Public

   Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

   Python 518 134

6. HiggsML HiggsML Public

   My second place solution to the Higgs Boson Machine Learning Challenge

   C++ 80 26