Data / Repositories / Machine learning
Machine learning repositories on GitHub: 59 ranked by stars
59 public repositories tagged Machine learning are on GitHub, with 904,735 stars between them; 34 had a push in the last 30 days. Most are written in Python (19), Jupyter Notebook (5), Rust (5). The most starred: f/prompts.chat (172,960), mlabonne/llm-course (83,578), openbq-org/OpenBB (74,220).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| f/prompts.chat | f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy. | HTML | 172,960 | 22,139 | Oct 14 | Oct 14 | |
| mlabonne/llm-course | Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. | 83,578 | 9,731 | Apache-2.0 | Feb 5 | Oct 14 | |
| openbq-org/OpenBB | Open Data Platform for analysts, quants and AI agents. | Python | 74,220 | 7,681 | Oct 14 | Oct 14 | |
| microsoft/AI-For-Beginners | 12 Weeks, 24 Lessons, AI for All! | Jupyter Notebook | 69,575 | 13,484 | MIT | Sep 16 | Oct 8 |
| rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | Python | 69,043 | 12,089 | MIT | Oct 14 | Oct 14 |
| gradio-app/gradio | Build and share delightful machine learning apps, all in Python. Star to support our work! | Python | 43,685 | 3,619 | Apache-2.0 | Oct 8 | Oct 8 |
| patchy631/ai-engineering-hub | In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | Jupyter Notebook | 38,320 | 6,310 | MIT | Oct 12 | Oct 14 |
| academic/awesome-datascience | memo: An awesome Data Science repository to learn and apply for real world problems. | 30,131 | 6,662 | MIT | Oct 9 | Oct 11 | |
| mxgmn/WaveFunctionCollapse | Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics | C# | 25,387 | 1,365 | Mar 22 | Oct 11 | |
| dipakkr/awesome-ai-engineering | A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems. | 22,382 | 4,834 | MIT | Jun 17 | Oct 14 | |
| screenpipe/screenpipe | YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context | Rust | 21,938 | 2,243 | Oct 14 | Oct 14 | |
| EthicalML/awesome-production-machine-learning | A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning | 20,992 | 2,611 | MIT | Oct 8 | Oct 11 | |
| keon/awesome-nlp | book: A curated list of resources dedicated to Natural Language Processing (NLP) | 19,071 | 2,884 | CC0-1.0 | Sep 7 | Oct 11 | |
| arc53/DocsGPT | Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | Python | 18,319 | 2,208 | MIT | Oct 14 | Oct 14 |
| rocketride-org/rocketride-server | High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent… | Python | 17,776 | 7,540 | MIT | Oct 14 | Oct 14 |
| wanshuiyin/Auto-claude-code-research-in-sleep | ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no… | Python | 17,471 | 1,470 | MIT | Oct 7 | Oct 14 |
| owainlewis/awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. | Python | 16,667 | 2,567 | MIT | Aug 15 | Oct 14 |
| donnemartin/awesome-aws | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | Python | 14,170 | 1,910 | Mar 12, 2024 | Oct 11 | |
| alirezadir/AIMLInterviews | A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more | Jupyter Notebook | 9,838 | 1,718 | MIT | Oct 8 | Oct 14 |
| nhivp/Awesome-Embedded | A curated list of awesome embedded programming. | 9,199 | 1,217 | Unlicense | Oct 10 | Oct 11 | |
| clips/pattern | Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. | Python | 8,860 | 1,553 | BSD-3-Clause | Aug 5 | Sep 21 |
| alirezamika/autoscraper | A Smart, Automatic, Fast and Lightweight Web Scraper for Python | Python | 7,990 | 827 | MIT | Jul 29 | Sep 21 |
| kyegomez/swarms | The Enterprise-Grade Multi-Agent Orchestration Framework. | Python | 7,255 | 1,042 | Apache-2.0 | Oct 14 | Oct 14 |
| mizorewww/laya-mlx | Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API. | Python | 6,940 | 561 | Apache-2.0 | Oct 10 | Oct 15 |
| promptslab/Awesome-Prompt-Engineering | This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc | TypeScript | 6,372 | 776 | Apache-2.0 | Oct 14 | Oct 14 |
| aymericdamien/TopDeepLearning | A list of popular github projects related to deep learning | Python | 6,364 | 1,255 | MIT | Jul 15 | Oct 14 |
| ashishps1/learn-ai-engineering | Learn AI and LLMs from scratch using free resources | 6,120 | 1,455 | GPL-3.0 | Feb 5 | Oct 14 | |
| Michael-A-Kuykendall/shimmy | Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. | Rust | 5,976 | 585 | Apache-2.0 | Aug 30 | Oct 14 |
| zenml-io/zenml | ZenML : One AI Platform from Pipelines to Agents. | Python | 5,616 | 663 | Apache-2.0 | Oct 14 | Oct 14 |
| sacridini/Awesome-Geospatial | Long list of geospatial tools and resources | 5,318 | 815 | CC0-1.0 | Oct 7 | Oct 11 | |
| Kodezi/Chronos | Kodezi Chronos is a debugging-first language model that achieves state-of-the-art results on SWE-bench Lite (80.33%) and 67% real-world fix accuracy, over six times better than… | Java | 4,958 | 212 | Nov 12, 2025 | Oct 11 | |
| openvenues/libpostal | A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data. | C | 4,907 | 473 | MIT | May 13 | Oct 11 |
| alvinreal/awesome-opensource-ai | Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated. | Python | 4,861 | 684 | CC0-1.0 | Oct 10 | Oct 11 |
| ombharatiya/ai-system-design-guide | AI system design guide for engineers building production AI systems and evals. | 3,577 | 735 | MIT | Oct 8 | Oct 14 | |
| spiceai/spiceai | Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and… | Rust | 3,099 | 236 | Apache-2.0 | Oct 14 | Oct 14 |
| weld-project/weld | High-performance runtime for data analytics applications | Rust | 3,010 | 253 | BSD-3-Clause | Apr 13 | Oct 11 |
| eon01/awesome-chatgpt | A curated list of awesome ChatGPT resources, including libraries, SDKs, APIs, and more. Please consider supporting this project by giving it a star. | 2,406 | 216 | Jul 15 | Oct 11 | ||
| vaaaaanquish/Awesome-Rust-MachineLearning | This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. | JavaScript | 2,265 | 129 | MIT | Sep 25, 2023 | Oct 11 |
| Andrew-Jang/RAGHub | A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem. | 2,010 | 187 | MIT | Jul 28 | Oct 11 | |
| caramaschiHG/awesome-ai-agents-2026 | The most comprehensive list of AI agents, frameworks & tools in 2026. 300+ resources · 20+ categories · Updated monthly. | 1,942 | 701 | Jun 10 | Oct 14 | ||
| fmind/mlops-python-package | Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise. | Jupyter Notebook | 1,419 | 199 | MIT | Oct 6 | Oct 11 |
| alan-turing-institute/CleverCSV | CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy… | Python | 1,336 | 82 | MIT | Aug 10 | Sep 21 |
| Oxen-AI/Oxen | Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen. | Rust | 1,194 | 31 | Apache-2.0 | Oct 9 | Oct 11 |
| microsoft/Windows-Machine-Learning | Samples and Tools for Windows ML. | C++ | 1,124 | 442 | MIT | Aug 7, 2025 | Oct 11 |
| curiousily/AI-Bootcamp | Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss… | Jupyter Notebook | 954 | 295 | MIT | Oct 11 | Oct 14 |
| openvinotoolkit/model_server | A scalable inference server for models optimized with OpenVINO | C++ | 947 | 280 | Apache-2.0 | Oct 14 | Oct 14 |
| microsoft/OpenAIWorkshop | workshop materials to build intelligent solutions on Open AI | Python | 898 | 474 | MIT | Oct 13 | Oct 14 |
| AbdelStark/awesome-typesafe-jev | Awesome Jev: a source-backed field guide to TypeSafe's System One model, with SDKs, live demos, agent tools, and independent evaluations. | HTML | 592 | 153 | MIT | Oct 14 | Oct 15 |
| mdozmorov/MachineLearning_notes | Machine learning and deep learning resources | 574 | 91 | MIT | Oct 13 | Oct 14 | |
| ohdearquant/lionagi | An intelligence orchestra | Python | 412 | 85 | Apache-2.0 | Oct 14 | Oct 14 |
| kraayenjon/awesome-jev | A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with… | 189 | 43 | Sep 27 | Oct 15 | ||
| SalvatoreRa/ML-news-of-the-week | A collection of the the best ML and AI news every week (research, news, resources) | 183 | 12 | Apache-2.0 | Jul 27, 2025 | Oct 14 | |
| kennethleungty/Finance-LLMs | Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services | 143 | 26 | MIT | Aug 25 | Oct 14 | |
| atlas-bear/osint-ai-guide | Comprehensive guide to AI applications in OSINT workflows and intelligence analysis | Python | 95 | 7 | CC-BY-4.0 | Oct 14 | Oct 14 |
| tayyabimam1/awesome-ai-agent-stack | Curated map of 3,000+ open-source AI agent tools: coding agents, agent frameworks, MCP servers, RAG, memory and local LLMs, sorted by layer and ranked by GitHub stars. | TypeScript | 28 | 6 | CC-BY-4.0 | Oct 14 | Oct 14 |
| aurimas13/100-Days-With-AI | 100 days, 100 sources: a daily public learning log of modern AI - LLMs, agents, RAG, fine-tuning, MLOps and more. Daily on Threads, X, and Bluesky @reksas13 & LinkedIn under… | 24 | 2 | MIT | Oct 13 | Oct 14 | |
| sajadh76/awesome-AI-tools | A curated list of AI-based tools for different purposes | 24 | 65 | MIT | Oct 11 | Oct 14 | |
| joylarkin/My-AI-Resource-List | A useful opinionated repository of Artificial Intelligence ecosystem resources - AI event calendars, papers, books, articles, videos, AI leaderboards, and much more. | 23 | 2 | MIT | Sep 19 | Oct 14 | |
| Addaci/ai-and-history-collaboratory | online forum with synchronous and asynchronous components for the discussion of the application of ai to historical research | 8 | 2 | Feb 19 | Oct 14 |
By language
- Python 19
- Jupyter Notebook 5
- Rust 5
Related topics
- AI 27
- LLM 23
- Deep learning 21
- Artificial intelligence 20
- Awesome list 13
- Python 12
- Agents 12
- MCP 10
- RAG 10
- AI agents 9
- ChatGPT 8
- Large language models 8
Read from GitHub by SpecStream between September 21, 2026 and October 15, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.