Top Reinforcement Learning repositories

Biggest movers this week

git clone https://github.com/Human-Agent-Society/reef.git

git clone https://github.com/georgezouq/awesome-ai-in-finance.git

git clone https://github.com/kvcache-ai/Mooncake.git

git clone https://github.com/NVlabs/Sana.git

git clone https://github.com/sgl-project/sglang.git

git clone https://github.com/HenryNdubuaku/maths-cs-ai-compendium.git

Top 50 on the Elo ladder

1. #82
   rohitg00/ai-engineering-from-scratch

   Learn AI Engineering! Learn it. Build it. Ship it for others.

   • Legendary #82

   2,265 Elo −1379kPython
2. #158
   bojieli/ai-agent-book

   《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

   • Diamond I

   2,158 Elo +1558.1kPython
3. #257
   unslothai/unsloth

   Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4…

   • Diamond II

   2,089 Elo 79.5kPython
4. #275
   sgl-project/sglang

   SGLang is a high-performance serving framework for large language models and multimodal models.

   • Diamond II

   2,080 Elo +3538.9kPython
5. #378
   Developer-Y/cs-video-courses

   List of Computer Science courses with video lectures.

   • Diamond III

   2,025 Elo −8284.8k
6. #836
   ray-project/ray

   Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML…

   • Emerald I

   1,888 Elo −2244.2kPython
7. #978
   stefan-jansen/machine-learning-for-trading

   Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

   • Emerald II

   1,860 Elo −1321.8kJupyter Notebook
8. #1,084
   eugeneyan/applied-ml

   📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

   • Emerald II

   1,843 Elo −1330.9k
9. #1,211
   labmlai/annotated_deep_learning_paper_implementations

   🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original…

   • Emerald III

   1,826 Elo −10567.7kPython
10. #1,407
    d2l-ai/d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70…

    • Emerald IV

    1,796 Elo −2330kPython
11. #1,742
    AI4Finance-Foundation/FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    • Platinum I

    1,756 Elo +1421.5kJupyter Notebook
12. #1,760
    MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

    This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

    • Platinum I

    1,754 Elo +2118.5kMATLAB
13. #1,895
    owainlewis/awesome-artificial-intelligence

    A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

    • Platinum I

    1,739 Elo +1216.8kPython
14. #2,010
    microsoft/agent-lightning

    The absolute trainer to light up AI agents.

    • Platinum I

    1,726 Elo −3318.9kPython
15. #2,021
    Unity-Technologies/ml-agents

    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to…

    • Platinum II

    1,725 Elo −2719.8kC#
16. #2,882
    kvcache-ai/Mooncake

    Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

    • Platinum V

    1,646 Elo +537kC++
17. #2,918
    Farama-Foundation/Gymnasium

    A standard API for single-agent reinforcement learning environments, with popular reference environments and related…

    • Platinum V

    1,643 Elo +1012.8kPython
18. #3,049
    bulletphysics/bullet3

    Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics…

    • Platinum V

    1,633 Elo +2714.8kC++
19. #3,084
    DLR-RM/stable-baselines3

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

    • Platinum V

    1,630 Elo −3014kPython
20. #3,336
    datawhalechina/leedl-tutorial

    《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

    • Gold I

    1,615 Elo −1016.8kJupyter Notebook
21. #3,342
    datawhalechina/easy-rl

    强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

    • Gold I

    1,615 Elo −814.8kJupyter Notebook
22. #3,557
    vwxyzjn/cleanrl

    High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO…

    • Gold II

    1,601 Elo +2910.6kPython
23. #3,603
    NVlabs/Sana

    SANA & Sol: Efficient Generative Models and Full-Stack Training & Inference Engines for Image, Video, and World Modeling

    • Gold II

    1,598 Elo +389.8kPython
24. #3,997
    aws/amazon-sagemaker-examples

    Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon…

    • Gold III

    1,573 Elo +811kJupyter Notebook
25. #4,095
    ShangtongZhang/reinforcement-learning-an-introduction

    Python Implementation of Reinforcement Learning: An Introduction

    • Gold III

    1,568 Elo −3014.8kPython
26. #4,133
    tensorflow/tensor2tensor

    Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

    • Gold III

    1,566 Elo −2317.4kPython
27. #4,563
    ddbourgin/numpy-ml

    Machine learning, in numpy

    • Gold IV

    1,542 Elo −5616.3kPython
28. #4,720
    Human-Agent-Society/reef

    Infrastructure for continually self‑improving agents

    • Gold V

    1,533 Elo +787.8kPython
29. #4,804
    georgezouq/awesome-ai-in-finance

    🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

    • Gold V

    1,529 Elo +716.7k
30. #4,890
    kmario23/deep-learning-drizzle

    Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from…

    • Gold V

    1,525 Elo −5112.9kHTML
31. #5,144
    OpenRLHF/OpenRLHF

    An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS…

    • Silver I

    1,512 Elo +1410.1kPython
32. #5,573
    OpenPipe/ART

    Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job…

    • Silver II

    1,493 Elo −1010.8kPython
33. #5,654
    lazyprogrammer/machine_learning_examples

    A collection of machine learning examples and tutorials.

    • Silver II

    1,490 Elo −238.9kPython
34. #5,934
    MorvanZhou/Reinforcement-learning-with-tensorflow

    Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

    • Silver III

    1,476 Elo −299.5kPython
35. #6,131
    wandb/wandb

    The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation…

    • Silver III

    1,468 Elo +411.3kPython
36. #6,249
    HenryNdubuaku/maths-cs-ai-compendium

    Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with…

    • Silver IV

    1,462 Elo +327.7kTypeScript
37. #6,679
    Hvass-Labs/TensorFlow-Tutorials

    TensorFlow Tutorials with YouTube Videos

    • Silver V

    1,445 Elo −329.2kJupyter Notebook
38. #6,948
    VowpalWabbit/vowpal_wabbit

    Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as…

    • Silver V

    1,435 Elo −58.7kC++
39. #6,991
    MorvanZhou/PyTorch-Tutorial

    Build your neural network easy and fast, 莫烦Python中文教学

    • Silver V

    1,434 Elo −268.4kJupyter Notebook
40. #7,091
    oumi-ai/oumi

    Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

    • Bronze I

    1,430 Elo −109.4kPython
41. #7,208
    flyteorg/flyte

    Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with…

    • Bronze I

    1,425 Elo +177.8kGo
42. #7,244
    yandexdataschool/Practical_RL

    A course in reinforcement learning in the wild

    • Bronze I

    1,424 Elo +326.6kJupyter Notebook
43. #7,498
    google-deepmind/pysc2

    StarCraft II Learning Environment

    • Bronze II

    1,414 Elo −78.3kPython
44. #7,954
    PufferAI/PufferLib

    Puffing up reinforcement learning

    • Bronze III

    1,397 Elo −86.5kC
45. #8,415
    tensorlayer/TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

    • Bronze IV

    1,379 Elo −147.3kPython
46. #8,436
    pliang279/awesome-multimodal-ml

    Reading list for research topics in multimodal machine learning

    • Bronze IV

    1,378 Elo +146.9k
47. #8,588
    google/trax

    Trax — Deep Learning with Clear Code and Speed

    • Bronze V

    1,371 Elo −198.3kPython
48. #9,109
    jason718/awesome-self-supervised-learning

    A curated list of awesome self-supervised methods

    • Copper I

    1,344 Elo +46.4k
49. #9,176
    lucidrains/PaLM-rlhf-pytorch

    Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT…

    • Copper II

    1,340 Elo −67.8kPython
50. #9,827
    hijkzzz/Awesome-LLM-Strawberry

    A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

    • Copper IV

    1,269 Elo −126.9k