Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more

A collection of reference environments for offline reinforcement learning

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Reinforcement Learning PPO Super Mario Bros Agent

Python package built to ease deep learning on graph, on top of existing DL frameworks.

gnn explainer

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

Google AI 2018 BERT pytorch implementation

Interface between networkx and manim

Animation course with Manim

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

PyTorch implementations of Generative Adversarial Networks.

Collection of generative models in Pytorch version.

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Project for CS 4701

A simple Sudoku generator and solver. 数独生成器和解题器

Train a Bipedal Robot to walk using Reinforcement Learning

Augmented environments with RL

Bayesian Program Learning model for one-shot learning

The most cited deep learning papers

pytorch Convolutional Networks for Sentence Classification - https://www.aclweb.org/anthology/D14-1181

A curated list of awesome Deep Learning tutorials, projects and communities.

Unofficial Client for Piazza's Internal API