hugobb

discreteVAE

sgda

Code for "Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods"

Stochastic-Extragradient

A-Closer-Look-at-the-Optimization-Landscapes-of-Generative-Adversarial-Networks

StochasticGamesOpt

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3DDFA_V2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

advertorch

A Toolbox for Adversarial Robustness Research

ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

FastGAN-pytorch

Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

investopedia-trading-api

An api, written in Python, for Investopedia's paper trading stock simulator.

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

mapbox-gl-draw

Draw tools for mapbox-gl-js

mnist_challenge

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

OnlineAttacks

Study of a hypothetical attack scenario where an attacker corrupts images that are fed into an AI system, and has only a few chances before risking being detected.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

react-native-multiple-select

Simple multi-select component for react-native

Styleformer

Styleformer - Official Pytorch Implementation

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

tensorboard-pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

tfjs-models

Pretrained models for TensorFlow.js