Chenzhuang Du's repositories
muse-maskgit-pytorch
Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch
FSQ-pytorch
A Pytorch Implementation of Finite Scalar Quantization
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
enhancing-transformers
An unofficial implementation of both ViT-VQGAN and RQ-VAE in Pytorch
MultiBench
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
dmcontrol-generalization-benchmark
DMControl Generalization Benchmark
cogdl
CogDL: An Extensive Research Toolkit for Graphs
rad
RAD: Reinforcement Learning with Augmented Data
policy-adaptation-during-deployment
Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.
gpupool
gpu pool k8s configurations
SMARTS
Scalable Multi-Agent RL Training School for Autonomous Driving
oatomobile
A research framework for autonomous driving
macad-gym
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
flowencrypt
the code of paper 《Secure Data Sharing With Flow Model》
rlpyt
Reinforcement Learning in PyTorch
tianshou
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform. (For previewed features, please checkout the "dev" branch)
gym-carla
An OpenAI gym wrapper for CARLA simulator
introRL
Intro to Reinforcement Learning (强化学习纲要)
PPO-pytorch-Mujoco
Implement PPO algorithm on mujoco environment,such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.
ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
maddpg-pytorch
This is pytorch version of maddpg.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
python-opengl-tutorial
Python opengl-tutorial base on PyOpenGL.
pytorch_sac_ae
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
MADRL
Repo containing code for multi-agent deep reinforcement learning (MADRL).