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The Top 23 Machine Learning Gym Open Source Projects

Open source projects categorized as Machine Learning Gym
Categories > Machine Learning > Machine Learning
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
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 3total releases 8most recent commit a year agopypi keras-rl} Downloads
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
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31most recent commit 3 years agopypi stable-baselines} Downloads
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Awesome Ai Books ⭐ 1,086
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
most recent commit a year ago
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
total releases 17most recent commit 3 years ago
Deep Learning Wizard ⭐ 664
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
most recent commit 5 months ago
Sumo Rl ⭐ 545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
total releases 8most recent commit 3 months ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most recent commit 3 months ago
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7most recent commit 3 months agopypi hsuanwu} Downloads
Panda Gym ⭐ 385
Set of robotic environments based on PyBullet physics engine and gymnasium.
dependent packages 1total releases 22most recent commit 4 months agopypi panda-gym} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57most recent commit 3 months agopypi sb3-contrib} Downloads
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 years ago
Trpo ⭐ 315
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
most recent commit 4 years ago
Rl Exploration Baselines ⭐ 279
RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).
most recent commit 10 months ago
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10most recent commit 8 months agopypi skrl} Downloads
Ecole ⭐ 259
Extensible Combinatorial Optimization Learning Environments
total releases 22most recent commit a year ago
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13most recent commit 5 months ago
Ml Fairness Gym ⭐ 246
most recent commit 2 years ago
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 2 years ago
Mindmaker ⭐ 202
MindMaker UE4 Machine Learning Toolkit
most recent commit a year ago
Gym Fx ⭐ 187
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
most recent commit a year ago
The 9 Most Depended On Machine Learning Gym Open Source Projects
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
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 Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31latest release April 06, 2021most recent commit 3 years agopypi stable-baselines} Downloads
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 3total releases 8latest release June 01, 2018most recent commit a year agopypi keras-rl} Downloads
Gym.net ⭐ 85
openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
dependent packages 2total releases 3latest release March 10, 2023most recent commit a year agonuget Gym.NET.Environments} Downloads
Panda Gym ⭐ 385
Set of robotic environments based on PyBullet physics engine and gymnasium.
dependent packages 1total releases 22latest release July 05, 2022most recent commit 4 months agopypi panda-gym} Downloads
Gym Rs ⭐ 48
OpenAI's Gym written in pure Rust for blazingly fast performance
dependent packages 1total releases 2latest release August 23, 2023most recent commit 4 months agocargo gym-rs} Downloads
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7latest release May 15, 2023most recent commit 3 months agopypi hsuanwu} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
The 10 Latest Releases In Machine Learning Gym Open Source Projects
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
Loopquest ⭐ 26
A Production Tool for Embodied AI
total releases 11latest release October 22, 2023most recent commit 4 months ago
Gym Rs ⭐ 48
OpenAI's Gym written in pure Rust for blazingly fast performance
dependent packages 1total releases 2latest release August 23, 2023most recent commit 4 months agocargo gym-rs} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13latest release August 15, 2023most recent commit 5 months ago
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7latest release May 15, 2023most recent commit 3 months agopypi hsuanwu} Downloads
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Gym.net ⭐ 85
openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.
dependent packages 2total releases 3latest release March 10, 2023most recent commit a year agonuget Gym.NET.Environments} Downloads
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