By language

Top Jupyter Notebook projects

The most-starred MIT projects written mainly in Jupyter Notebook.

How it's ranked: Sorted by GitHub stars, using GitHub's primary-language detection. Data from GitHub as of 2026-11-02.

1. 1Generative AI for BeginnersA free 21-lesson course for learning to build generative AI apps, with Python and TypeScript code.microsoft · Jupyter Notebook★ 123k
2. 2ML-For-BeginnersA free 12-week, 26-lesson beginner course on classic machine learning using Scikit-learn.microsoft · Jupyter Notebook★ 91.9k
3. 3AI Agents for BeginnersA free course of 18 lessons teaching beginners how to build AI agents, with Python code samples.microsoft · Jupyter Notebook★ 78.7k
4. 4OpenAI CookbookExample code and guides for common tasks with the OpenAI API.openai · Jupyter Notebook★ 76.9k
5. 5AI-For-BeginnersA 12-week, 24-lesson beginner course on AI with lessons, quizzes, and labs, using TensorFlow and PyTorch.microsoft · Jupyter Notebook★ 70.5k
6. 6Claude CookbooksA set of Jupyter notebook recipes showing how to build with the Claude API.anthropics · Jupyter Notebook★ 54.1k
7. 7Python Data Science HandbookThe full text of a Python data science book, delivered as runnable Jupyter notebooks.jakevdp · Jupyter Notebook★ 50.3k
8. 8Made With MLA free course teaching how to build, deploy and maintain machine learning systems with code.GokuMohandas · Jupyter Notebook★ 49.9k
9. 9AI Engineering HubA collection of hands-on AI tutorials and sample projects covering LLMs, RAG, and agents.patchy631 · Jupyter Notebook★ 40.8k
10. 10BarkText-to-audio model that generates speech, music, and sound effects from text prompts.suno-ai · Jupyter Notebook★ 39.3k
11. 11Data Science for BeginnersA free 10-week, 20-lesson beginner data science curriculum from Microsoft, with quizzes and assignments.microsoft · Jupyter Notebook★ 37.9k
12. 12CLIPA neural network that matches images with text descriptions, usable without task-specific training.openai · Jupyter Notebook★ 34.6k
13. 13h4ckerA large curated collection of cybersecurity links, scripts, labs and training notes.The-Art-of-Hacking · Jupyter Notebook★ 30k
14. 14Bayesian Methods for HackersA free, notebook-based introduction to Bayesian statistics taught through code, using PyMC.CamDavidsonPilon · Jupyter Notebook★ 28.2k
15. 15SHAPA Python library that shows how much each input feature pushed a machine learning model's prediction up or dowshap · Jupyter Notebook★ 25.8k
16. 16Neural Networks: Zero to HeroA free video course that builds neural networks and GPT-style language models from scratch in Jupyter notebookkarpathy · Jupyter Notebook★ 25.2k
17. 17Homemade Machine LearningPython implementations of classic machine learning algorithms, written from scratch, with Jupyter demos.trekhleb · Jupyter Notebook★ 24.8k
18. 18pytudesA collection of short Python programming exercises and worked solutions in Jupyter notebooks, by Peter Norvig.norvig · Jupyter Notebook★ 24.4k
19. 19AudioCraftA PyTorch library for researching and running AI audio and music generation models.facebookresearch · Jupyter Notebook★ 23.8k
20. 20reinforcement-learningCode, exercises and solutions for learning reinforcement learning alongside Sutton's book and David Silver's cdennybritz · Jupyter Notebook★ 22.2k
21. 21guidanceA Python library for steering language models so their output follows a set structure.guidance-ai · Jupyter Notebook★ 21.8k
22. 22Machine Learning for TradingCode companion to a book on building, testing, and running ML-driven trading strategies.stefan-jansen · Jupyter Notebook★ 21.7k
23. 23Anime4KReal-time shaders that upscale 1080p anime video to 4K while playing it.bloc97 · Jupyter Notebook★ 21.6k
24. 24FinGPTOpen-source large language models tuned for financial tasks like sentiment analysis and stock forecasting.AI4Finance-Foundation · Jupyter Notebook★ 21.5k
25. 25Deep Learning with Python notebooksCompanion Jupyter notebooks with the runnable code from the book Deep Learning with Python.fchollet · Jupyter Notebook★ 20.4k