ghrank2026-09-27

Jupyter Notebook Repositories

720 repositories

# ↓RepositoryStarsForksDescriptionLast push
1↓1jackfrued/Python-100-Days186,93355,754Python - 100天从新手到大师2026-07-29
2↓1microsoft/generative-ai-for-beginners120,68063,46521 Lessons, Get Started Building with Generative AI 2026-09-24
3↑1rasbt/LLMs-from-scratch105,66416,211Implement a ChatGPT-like LLM in PyTorch from scratch, step by step2026-09-22
4↑1microsoft/ML-For-Beginners91,05222,47612 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all2026-09-15
5↓1openai/openai-cookbook76,23212,894Examples and guides for using the OpenAI API2026-09-26
6↑1microsoft/ai-agents-for-beginners75,87324,93818 Lessons to Get Started Building AI Agents2026-09-19
7↓3CompVis/stable-diffusion73,48210,562A latent text-to-image diffusion model2024-06-18
8↓2microsoft/AI-For-Beginners69,15513,37712 Weeks, 24 Lessons, AI for All!2026-09-16
9↓2pathwaycom/llm-app58,8761,500Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, K2026-07-05
10↑4Lordog/dive-into-llms55,3446,603《动手学大模型Dive into LLMs》系列编程实践教程2025-10-10
11↓1facebookresearch/segment-anything54,9446,382The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebo2024-09-18
12↓1anthropics/claude-cookbooks53,0206,373A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.2026-09-24
13↓3jakevdp/PythonDataScienceHandbook50,01019,126Python Data Science Handbook: full text in Jupyter Notebooks2024-06-26
14↓3GokuMohandas/Made-With-ML49,6297,790Learn how to develop, deploy and iterate on production-grade ML applications.2026-03-04
15DataTalksClub/data-engineering-zoomcamp45,8378,923Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼2026-09-15
16↓3DataExpert-io/data-engineer-handbook44,2479,332This is a repo with links to everything you'd ever want to learn about data engineering2026-08-03
17↓5aymericdamien/TensorFlow-Examples43,74614,639TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)2024-07-26
18↓5suno-ai/bark39,2714,670🔊 Text-Prompted Generative Audio Model2024-08-19
19↓5google-research/google-research38,8328,471Google Research2026-09-23
20↓7anthropics/prompt-eng-interactive-tutorial38,3314,245Anthropic's Interactive Prompt Engineering Tutorial2026-08-28
21↑4patchy631/ai-engineering-hub38,0566,255In-depth tutorials on LLMs, RAGs and real-world AI agent applications.2026-09-10
22↑1microsoft/Data-Science-For-Beginners37,3637,54210 Weeks, 20 Lessons, Data Science for All!2026-09-13
23↑17lyogavin/airllm35,1073,697AirLLM 70B inference with single 4GB GPU2026-09-27
24↓4openai/CLIP34,3764,047CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image2026-03-25
25↑2datawhalechina/happy-llm34,0833,216📚 从零开始构建大模型2026-08-08
26↓4datawhalechina/self-llm32,3393,129《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2026-09-12
27↓5ageron/handson-ml229,95813,149⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.2026-05-19
28↓9Pierian-Data/Complete-Python-3-Bootcamp29,79187,182Course Files for Complete Python 3 Bootcamp Course on Udemy2025-06-24
29↓5NirDiamant/RAG_Techniques29,6063,625This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.2026-09-21
30↓2The-Art-of-Hacking/h4cker29,5555,386This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and i2026-09-23
31↓4HandsOnLLM/Hands-On-Large-Language-Models29,3076,689Official code repo for the O'Reilly Book - "Hands-On Large Language Models"2026-04-24
32↓5fastai/fastai28,1987,639The fastai deep learning library2026-09-21
33↓8CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers28,1967,914aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second p2024-06-25
34↓3shap/shap25,7833,754A game theoretic approach to explain the output of any machine learning model.2026-09-27
35↓8ageron/handson-ml25,61012,713⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.2026-05-19
36↓10microsoft/OmniParser25,4662,235A simple screen parsing tool towards pure vision based GUI agent2026-07-20
37↓10fastai/fastbook25,3449,476The fastai book, published as Jupyter Notebooks2026-09-13
38↓8wesm/pydata-book24,95415,688Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media2025-10-17
39↓6trekhleb/homemade-machine-learning24,8104,187🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained2025-11-23
40↓6datawhalechina/llm-cookbook24,7612,967面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版2025-06-12
41↑4karpathy/nn-zero-to-hero24,5623,578Neural Networks: Zero to Hero2024-08-18
42↓7norvig/pytudes24,4082,478Python programs, usually short, of considerable difficulty, to perfect particular skills.2026-09-25
43↓2NirDiamant/GenAI_Agents24,4024,11950+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.2026-09-24
44AccumulateMore/CV23,8282,656✅（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】2026-09-20
45↓5facebookresearch/audiocraft23,6512,696Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along wit2026-03-03
46↓3spmallick/learnopencv23,16711,660Learn OpenCV : C++ and Python Examples2026-09-20
47↓10anthropics/courses22,8612,490Anthropic's educational courses2026-08-28
48↓8MLEveryday/100-Days-Of-ML-Code22,2385,470100-Days-Of-ML-Code中文版2026-09-18
49↓9dennybritz/reinforcement-learning22,1356,109Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's cours2023-07-13
50↓11guidance-ai/guidance21,7791,210A guidance language for controlling large language models.2026-05-21
51↓10zergtant/pytorch-handbook21,7205,396pytorch 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2024-07-25
52↓3NirDiamant/agents-towards-production21,5012,852End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.2026-09-21
53↓3bloc97/Anime4K21,4361,402A High-Quality Real Time Upscaler for Anime Video2024-08-17
54↓4AI4Finance-Foundation/FinGPT21,2963,022FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.2026-09-23
55↑1stefan-jansen/machine-learning-for-trading21,0815,648Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.2026-09-24
56↓10fchollet/deep-learning-with-python-notebooks20,3199,059Jupyter notebooks for the code samples of the book "Deep Learning with Python"2025-09-18
57↓8QwenLM/Qwen3-VL20,0061,856Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.2026-01-30
58↓5facebookresearch/sam219,9282,555The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and exam2026-05-30
59↓9fengdu78/lihang-code19,5986,228《统计学习方法》的代码实现2023-08-22
60↓10ShusenTang/Dive-into-DL-PyTorch19,5155,401本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。2021-10-14
61↓7rlabbe/Kalman-and-Bayesian-Filters-in-Python19,3784,532Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, un2024-08-07
62↓4mrdbourke/pytorch-deep-learning19,0875,191Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.2026-02-11
63↓7tloen/alpaca-lora18,9002,169Instruct-tune LLaMA on consumer hardware2024-07-29
64newmeta-llama/llama-cookbook18,5542,754Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve2026-05-19
65↓11UFund-Me/Qbot18,5532,603[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini2026-03-11
66↓16google-gemini/gemini-fullstack-langgraph-quickstart18,3363,064Get started with building Fullstack Agents using Gemini 2.5 and LangGraph2026-06-14
67↓16mahmoud/awesome-python-applications18,0692,744💿 Free software that works great, and also happens to be open-source Python. 2026-07-11
68↓7Infrasys-AI/AISystem17,9052,487AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术2025-09-03
69↓10NLP-LOVE/ML-NLP17,8274,620此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。2026-01-09
70↓6google-gemini/cookbook17,8012,787Examples and guides for using the Gemini API2026-09-25
71↓12Mikoto10032/DeepLearning17,7953,871深度学习入门教程, 优秀文章, Deep Learning Tutorial2022-04-21
72↓4GoogleCloudPlatform/generative-ai17,7704,473Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform2026-09-27
73↓11IDEA-Research/Grounded-Segment-Anything17,7361,594Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything2024-09-05
74↑8karpathy/micrograd17,6802,820A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API2026-08-03
75↓15rasbt/deeplearning-models17,6064,094A collection of various deep learning architectures, models, and tips2026-09-26
76↓3chiphuyen/aie-book17,5672,562[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)2026-07-03
77↓10fivethirtyeight/data17,45811,059Data and code behind the articles and graphics at FiveThirtyEight2025-02-25
78↓4microsoft/mcp-for-beginners17,3285,623This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, J2026-09-22
79newxiaolai/the-craft-of-selfteaching17,22917,688One has no future if one couldn't teach themself.2026-05-20
80↓4microsoft/IoT-For-Beginners17,0782,91612 Weeks, 24 Lessons, IoT for All!2026-05-26
81↓15datawhalechina/leedl-tutorial16,7893,100《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases2025-11-23
82↓4AI4Finance-Foundation/FinRL16,4183,521FinRL®: Financial Reinforcement Learning. 🔥2026-09-26
83↓12leandromoreira/digital_video_introduction16,3421,381A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 �2026-09-02
84↓17KindXiaoming/pykan16,3361,547Kolmogorov Arnold Networks2025-01-19
85↓20instillai/TensorFlow-Course16,2683,112:satellite: Simple and ready-to-use tutorials for TensorFlow 2022-11-28
86↓6mml-book/mml-book.github.io16,0672,879Companion webpage to the book "Mathematics For Machine Learning"2025-03-13
87↓17camenduru/stable-diffusion-webui-colab15,9122,613stable diffusion webui colab2025-12-16
88↓20Stability-AI/StableLM15,6711,001StableLM: Stability AI Language Models2024-04-08
89↓6DataTalksClub/mlops-zoomcamp15,3393,053Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort2026-09-15
90↓18naklecha/llama3-from-scratch15,2111,276llama3 implementation one matrix multiplication at a time2024-05-23
91↓16google-deepmind/deepmind-research15,2082,919This repository contains implementations and illustrative code to accompany DeepMind publications2026-06-17
92↓15alphacep/vosk-api15,1511,765Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node2026-08-09
93↓12AliaksandrSiarohin/first-order-model15,0073,245This repository contains the source code for the paper First Order Motion Model for Image Animation 2024-11-14
94↓11virgili0/Virgilio14,9962,501Your new Mentor for Data Science E-Learning.2025-10-14
95↓13graykode/nlp-tutorial14,9333,927Natural Language Processing Tutorial for Deep Learning Researchers2024-02-21
96↓14neonbjb/tortoise-tts14,8772,039A multi-voice TTS system trained with an emphasis on quality2024-11-19
97↓13NVIDIA/DeepLearningExamples14,8543,408State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastruct2024-08-12
98↓7datawhalechina/easy-rl14,7052,273强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/2025-12-30
99↓8SakanaAI/AI-Scientist14,6272,052The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬2025-12-19
100↑17DataTalksClub/machine-learning-zoomcamp14,5923,245Learn ML engineering for free in 4 months! Register here 👇🏼2026-09-23