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The Top 23 Pytorch Reinforcement Learning Open Source Projects

Open source projects categorized as Pytorch Reinforcement Learning
Categories > Machine Learning > Reinforcement Learning
Annotated_deep_learning_paper_implementations ⭐ 41,877
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
dependent packages 2total releases 79most recent commit 3 months agopypi labml-nn} Downloads
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} Downloads
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 3 months ago
Fingpt ⭐ 10,376
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
total releases 2most recent commit 3 months ago
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266most recent commit 10 days agopypi wandb} Downloads
Pytorch Tutorial ⭐ 7,372
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit a year ago
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 3 months agopypi stable-baselines3} Downloads
Practical_rl ⭐ 5,572
A course in reinforcement learning in the wild
most recent commit 4 months ago
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Trlx ⭐ 4,155
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
most recent commit 3 months ago
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
Alpha Zero General ⭐ 3,497
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 4 months ago
Pytorch A2c Ppo Acktr Gail ⭐ 3,450
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
most recent commit 2 years ago
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
Elegantrl ⭐ 3,229
Massively Parallel Deep Reinforcement Learning. 🔥
dependent packages 2total releases 5most recent commit 5 months agopypi elegantrl} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Alphazero_gomoku ⭐ 2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
most recent commit 3 years ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Iccv2019 Learningtopaint ⭐ 2,125
ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
most recent commit 2 years ago
Ml Course ⭐ 1,936
Open Machine Learning course
most recent commit 3 months ago
Rlpyt ⭐ 1,709
Reinforcement Learning in PyTorch
most recent commit 3 years ago
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 3 months agopypi torchrl} Downloads
The 10 Most Depended On Pytorch Reinforcement Learning Open Source Projects
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 10 days agopypi wandb} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Tnt ⭐ 1,598
A lightweight library for PyTorch training tools and utilities
dependent packages 13total releases 3latest release July 29, 2018most recent commit 3 months agopypi torchnet} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 2 months agopypi mushroom-rl} Downloads
Sdk ⭐ 89
Metadata store for Production ML
dependent packages 3total releases 461latest release July 06, 2022most recent commit 2 years agopypi layer} Downloads
The 10 Latest Releases In Pytorch Reinforcement Learning Open Source Projects
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 10 days agopypi wandb} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 4 months ago
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 3 months agopypi evotorch} Downloads
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