PeterouZh

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

gluon-cv

Gluon CV Toolkit

skorch

A scikit-learn compatible neural network library that wraps PyTorch

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

handout

Turn Python scripts into handouts with Markdown and figures

hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

emacs-ipython-notebook

Jupyter notebook client in Emacs

advertorch

A Toolbox for Adversarial Robustness Research

jupyterlab-vim

:neckbeard: Vim notebook cell bindings for JupyterLab

speech-driven-animation

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Deep-Photo-Enhancer

TensorFlow implementation of the CVPR 2018 spotlight paper, Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs

pro_gan_pytorch

Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

GraphGAN

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

PC-DARTS

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

pdarts

Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"

pytorch-sync-batchnorm-example

How to use Cross Replica / Synchronized Batchnorm in Pytorch

MDENAS

Multinomial Distribution Learning for Effective Neural Architecture Search

YOPO-You-Only-Propagate-Once

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

RL-GAN-Net

Official Repository of CVPR 2019 Paper : RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

HomoInterpGAN

Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation

geometric_ml

This repository contains code for applying Riemannian geometry in machine learning.

AT-CNN

Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks

enas_pytorch

PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"

Search-the-Number-of-Channels

WGAN-TS

Implementation of WGAN-TS