Jupyter Notebook repositories
The top 500 Jupyter Notebook repositories, ranked by stars
Last updated
| Rank | Repository | Stars |
|---|---|---|
| 1 | Python - 100天从新手到大师 | 187,824 |
| 2 | 21 Lessons, Get Started Building with Generative AI | 123,461 |
| 3 | Implement a ChatGPT-like LLM in PyTorch from scratch, step by step | 108,347 |
| 4 | 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all | 92,170 |
| 5 | 18 Lessons to Get Started Building AI Agents | 79,573 |
| 6 | Examples and guides for using the OpenAI API | 77,091 |
| 7 | A latent text-to-image diffusion model | 73,575 |
| 8 | 12 Weeks, 24 Lessons, AI for All! | 70,765 |
| 9 | 《动手学大模型Dive into LLMs》系列编程实践教程 | 60,120 |
| 10 | The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model. | 55,131 |
| 11 | A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. | 54,607 |
| 12 | Python Data Science Handbook: full text in Jupyter Notebooks | 50,428 |
| 13 | Learn how to develop, deploy and iterate on production-grade ML applications. | 50,016 |
| 14 | Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼 | 46,856 |
| 15 | This is a repo with links to everything you'd ever want to learn about data engineering | 45,139 |
| 16 | TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) | 43,733 |
| 17 | AirLLM 2.8T LLM inference with single 4GB GPU | 42,298 |
| 18 | In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | 41,831 |
| 19 | 🔊 Text-Prompted Generative Audio Model | 39,361 |
| 20 | Anthropic's Interactive Prompt Engineering Tutorial | 39,273 |
| 21 | Google Research | 39,166 |
| 22 | 10 Weeks, 20 Lessons, Data Science for All! | 38,057 |
| 23 | 📚 从零开始构建大模型 | 34,914 |
| 24 | CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image | 34,607 |
| 25 | 《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 | 32,769 |
| 26 | This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. | 30,334 |
| 27 | This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI... | 30,186 |
| 28 | Official code repo for the O'Reilly Book - "Hands-On Large Language Models" | 30,135 |
| 29 | ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead. | 29,944 |
| 30 | Course Files for Complete Python 3 Bootcamp Course on Udemy | 29,840 |
| 31 | The fastai deep learning library | 28,270 |
| 32 | aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) | 28,208 |
| 33 | A game theoretic approach to explain the output of any machine learning model. | 25,861 |
| 34 | A simple screen parsing tool towards pure vision based GUI agent | 25,622 |
| 35 | Neural Networks: Zero to Hero | 25,617 |
| 36 | ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead. | 25,608 |
| 37 | The fastai book, published as Jupyter Notebooks | 25,475 |
| 38 | Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media | 25,095 |
| 39 | 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. | 24,955 |
| 40 | 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版 | 24,894 |
| 41 | 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained | 24,855 |
| 42 | Python programs, usually short, of considerable difficulty, to perfect particular skills. | 24,424 |
| 43 | ✅（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】 | 24,281 |
| 44 | Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and... | 23,864 |
| 45 | Learn OpenCV : C++ and Python Examples | 23,246 |
| 46 | Anthropic's educational courses | 23,016 |
| 47 | Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course. | 22,180 |
| 48 | End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. | 21,897 |
| 49 | A guidance language for controlling large language models. | 21,823 |
| 50 | Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution. | 21,808 |
