wanglouis49

pytorch-weights_pruning

PyTorch Implementation of Weights Pruning

pytorch-adversarial_box

PyTorch library for adversarial attack and training

pytorch-autoencoders

Implementation of autoencoders in PyTorch

pytorch-rnn_pruning

Pruning RNNs (University of Waterloo CS898 Deep Learning Spring 2017 Course Project)

risk_estimation

Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling)

advertorch

A Toolbox for Adversarial Robustness Research

ALI

Adversarially Learned Inference

ali-pytorch

Adversarially Learned Inference in Pytorch

curl_rainbow

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flow-gan

Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gym

Some toy problems from OpenAI gym.

optax

Optax is a gradient processing and optimization library for JAX.

pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-deep_learning

My deep learning playground

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

Raspberry-Pi

Getting started with Raspberry-Pi

real-nvp

Implementation of Real-NVP in Tensorflow

UCL-DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning

Advanced course on Deep Learning and Reinforcement Learning given by DeepMind team at UCL.

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling