resource: reinforcement-learning

126 resources, primary matches first, then adoption-weighted; health v2 shown.

Resource	Health v2	Stars	Maturity
Pulkit-Khandelwal/Reinforcement-Learning-Notebooks A collection of Jupyter Notebook implementations of reinforcement learning algorithms from Sutton and Barto's book and related research pap…	32	1045	abandoned
labmlai/annotated_deep_learning_paper_implementations A collection of 60+ annotated PyTorch implementations of deep learning research papers, including transformers, optimizers, GANs, diffusion…	61	67359	active
pytorch/examples A curated repository of short, high-quality PyTorch example projects covering vision, text, reinforcement learning, and distributed trainin…	50	24015	active
stefan-jansen/machine-learning-for-trading Companion code repository for the book 'Machine Learning for Trading, 3rd Edition' by Stefan Jansen, containing 446+ Jupyter notebooks acro…	86	20669	active
jason718/awesome-self-supervised-learning A curated awesome-list of self-supervised learning resources, including papers, surveys, talks, theses, and blogs across computer vision, N…	63	6413	active
rasbt/machine-learning-book The official code repository for the book 'Machine Learning with PyTorch and Scikit-Learn' by Sebastian Raschka, Yuxi Liu, and Vahid Mirjal…	62	5345	stable
ujjwalkarn/Machine-Learning-Tutorials A curated, topic-wise awesome list of machine learning and deep learning tutorials, articles, courses, and other learning resources. It cov…	32	18140	maintenance
girafe-ai/ml-course An open machine learning course (girafe-ai) with lecture videos, slides, seminars, and homework assignments in Jupyter Notebooks. It covers…	59	3539	active
ethen8181/machine-learning A continuously updated collection of machine learning and data science tutorials written as Jupyter notebooks in Python 3. It covers topics…	73	3498	active
SkyworkAI/Skywork-R1V Skywork-R1V is a series of open-source multimodal reasoning models (up to 38B parameters) that extend R1-style LLMs to visual inputs via a …	63	3167	active
lexfridman/mit-deep-learning A collection of Jupyter notebook tutorials, assignments, and competition materials for MIT Deep Learning courses taught by Lex Fridman. It …	32	10453	maintenance
guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising A curated awesome-list of deep learning papers for industrial search, recommendation, and online advertising systems, organized by pipeline…	68	2586	active
RedditSota/state-of-the-art-result-for-machine-learning-problems A curated repository tracking state-of-the-art (SoTA) results across machine learning problems, organized by learning paradigm (supervised,…	32	8892	maintenance
PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original The official code repository for the Packt book 'Machine Learning for Algorithmic Trading, Second Edition', containing Jupyter notebooks ac…	67	1623	stable
tanishqkumar/beyond-nanogpt An educational repository of minimal, annotated, from-scratch implementations of ~100 modern deep learning techniques, bridging nanoGPT and…	48	1340	active
AIGeniusInstitute/AI-Agent-In-Action An open-source Chinese-language book, 'AI Agent In Action' (《AI Agent 开发实战》), covering AI agent theory, architecture, and development from …	22	1266	active
letianzj/QuantResearch A collection of Jupyter notebooks and accompanying blog posts covering quantitative trading research, including portfolio optimization, pai…	32	3007	maintenance
easy-tensorflow/easy-tensorflow A collection of simple, comprehensive TensorFlow tutorials with detailed Jupyter notebook explanations and accompanying Python source code.…	23	2841	maintenance
rasbt/deep-learning-book Companion repository for the book 'Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Pyt…	32	2820	maintenance
microsoft/AutonomousDrivingCookbook A collection of Jupyter Notebook tutorials, scenarios, and demos from Microsoft Garage for learning autonomous driving algorithms. It cover…	49	2434	maintenance
kevinhughes27/TensorKart A demonstration project that trains a TensorFlow neural network to autonomously drive in Mario Kart 64 using the mupen64plus emulator. It r…	75	1575	maintenance
zixian2021/AI-interview-cards A curated repository of over 1000 machine learning and deep learning interview questions and answers organized into 25 categories, includin…	30	1352	maintenance
matsuolab-edu/dl4us DL4US is a publicly released set of Jupyter Notebook course materials for a practical deep learning course aimed at engineers, originally o…	32	1234	maintenance
hzy46/Deep-Learning-21-Examples Companion code repository for the Chinese book '21 Projects to Master Deep Learning with TensorFlow', containing 21 hands-on example projec…	32	4677	abandoned
jayinai/data-science-question-answer A collection of Jupyter Notebook-based questions and answers covering data science topics such as SQL, statistics, supervised/unsupervised …	32	2409	abandoned
王者荣耀AI (Reinforcement Learning King of Glory AI) A PyTorch-based AI that plays the mobile game Honor of Kings (王者荣耀), built with a Resnet101 vision encoder plus a GPT/Transformer decoder, …	32	1829	abandoned