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Top Jupyter Notebook projects on GitHub

1,333 Jupyter Notebook repositories with 1,000+ stars, ranked by stars.

RepositoryStarsLanguageLicenseActivity
1jackfrued/Python-100-DaysPython - 100天从新手到大师★ 187.3kJupyter Notebook—Active
2microsoft/generative-ai-for-beginners21 Lessons, Get Started Building with Generative AI ★ 121.6kJupyter NotebookMITActive
3rasbt/LLMs-from-scratchImplement a ChatGPT-like LLM in PyTorch from scratch, step by step★ 106.8kJupyter NotebookOtherActive
4microsoft/ML-For-Beginners12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all★ 91.6kJupyter NotebookMITActive
5microsoft/ai-agents-for-beginners18 Lessons to Get Started Building AI Agents★ 77.4kJupyter NotebookMITActive
6openai/openai-cookbookExamples and guides for using the OpenAI API★ 76.7kJupyter NotebookMITActive
7CompVis/stable-diffusionA latent text-to-image diffusion model★ 73.5kJupyter NotebookOtherStale
8microsoft/AI-For-Beginners12 Weeks, 24 Lessons, AI for All!★ 69.9kJupyter NotebookMITActive
9Lordog/dive-into-llms《动手学大模型Dive into LLMs》系列编程实践教程★ 56.9kJupyter Notebook—Stale
10facebookresearch/segment-anythingThe repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints★ 55kJupyter NotebookApache-2.0Stale
11anthropics/claude-cookbooksA collection of notebooks/recipes showcasing some fun and effective ways of using Claude.★ 53.6kJupyter NotebookMITActive
12jakevdp/PythonDataScienceHandbookPython Data Science Handbook: full text in Jupyter Notebooks★ 50.2kJupyter NotebookMITStale
13GokuMohandas/Made-With-MLLearn how to develop, deploy and iterate on production-grade ML applications.★ 49.8kJupyter NotebookMITSlowing
14DataTalksClub/data-engineering-zoomcampData Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼★ 46.3kJupyter Notebook—Active
15DataExpert-io/data-engineer-handbookThis is a repo with links to everything you'd ever want to learn about data engineering★ 44.5kJupyter Notebook—Active
16aymericdamien/TensorFlow-ExamplesTensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)★ 43.7kJupyter NotebookOtherStale
17lyogavin/airllmAirLLM 2.8T LLM inference with single 4GB GPU★ 39.3kJupyter NotebookApache-2.0Active
18suno-ai/bark🔊 Text-Prompted Generative Audio Model★ 39.3kJupyter NotebookMITStale
19google-research/google-researchGoogle Research★ 38.9kJupyter NotebookApache-2.0Active
20anthropics/prompt-eng-interactive-tutorialAnthropic's Interactive Prompt Engineering Tutorial★ 38.6kJupyter Notebook—Active
21patchy631/ai-engineering-hubIn-depth tutorials on LLMs, RAGs and real-world AI agent applications.★ 38.4kJupyter NotebookMITActive
22microsoft/Data-Science-For-Beginners10 Weeks, 20 Lessons, Data Science for All!★ 37.6kJupyter NotebookMITActive
23openai/CLIPCLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image★ 34.5kJupyter NotebookMITSlowing
24datawhalechina/happy-llm📚 从零开始构建大模型★ 34.4kJupyter NotebookOtherActive
25datawhalechina/self-llm《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程★ 32.5kJupyter NotebookApache-2.0Active
26ageron/handson-ml2⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.★ 29.9kJupyter NotebookApache-2.0Slowing
27NirDiamant/RAG_TechniquesThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebo★ 29.9kJupyter NotebookOtherActive
28Pierian-Data/Complete-Python-3-BootcampCourse Files for Complete Python 3 Bootcamp Course on Udemy★ 29.8kJupyter Notebook—Stale
29The-Art-of-Hacking/h4ckerThis repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, dig★ 29.8kJupyter NotebookMITActive
30HandsOnLLM/Hands-On-Large-Language-ModelsOfficial code repo for the O'Reilly Book - "Hands-On Large Language Models"★ 29.8kJupyter NotebookApache-2.0Slowing
31fastai/fastaiThe fastai deep learning library★ 28.2kJupyter NotebookApache-2.0Active
32CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackersaka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, ★ 28.2kJupyter NotebookMITStale
33shap/shapA game theoretic approach to explain the output of any machine learning model.★ 25.8kJupyter NotebookMITActive
34ageron/handson-ml⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.★ 25.6kJupyter NotebookApache-2.0Slowing
35microsoft/OmniParserA simple screen parsing tool towards pure vision based GUI agent★ 25.5kJupyter NotebookCC-BY-4.0Slowing
36fastai/fastbookThe fastai book, published as Jupyter Notebooks★ 25.4kJupyter NotebookOtherActive
37wesm/pydata-bookMaterials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media★ 25kJupyter NotebookOtherStale
38karpathy/nn-zero-to-heroNeural Networks: Zero to Hero★ 24.9kJupyter NotebookMITStale
39trekhleb/homemade-machine-learning🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained★ 24.8kJupyter NotebookMITSlowing
40datawhalechina/llm-cookbook面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版★ 24.8kJupyter Notebook—Stale
41NirDiamant/GenAI_Agents50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.★ 24.6kJupyter NotebookOtherActive
42norvig/pytudesPython programs, usually short, of considerable difficulty, to perfect particular skills.★ 24.4kJupyter NotebookMITActive
43AccumulateMore/CV✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】★ 24.1kJupyter Notebook—Active
44facebookresearch/audiocraftAudiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / ★ 23.7kJupyter NotebookMITSlowing
45spmallick/learnopencvLearn OpenCV : C++ and Python Examples★ 23.2kJupyter Notebook—Active
46anthropics/coursesAnthropic's educational courses★ 22.9kJupyter NotebookOtherArchived
47dennybritz/reinforcement-learningImplementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and ★ 22.2kJupyter NotebookMITStale
48guidance-ai/guidanceA guidance language for controlling large language models.★ 21.8kJupyter NotebookMITSlowing
49zergtant/pytorch-handbookpytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行★ 21.7kJupyter Notebook—Stale
50NirDiamant/agents-towards-productionEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.★ 21.7kJupyter NotebookOtherActive