Jupyter Notebook, marked
Every repository here has at least 1,000 stars and was marked against the same scheme. Curated lists, books, and tutorials are marked separately and left out, since asking whether an agent can install a list of links means nothing.
The class as a whole
873
repositories marked
63
median mark out of a hundred
37%
have no test command an agent can find
35%
ship an AGENTS.md
Seeded from the 864 most-starred repositories on 25 August 2026 and re-marked since. Figures current to 10 October 2026.
| Repository | MD | Language | Added | Stars | Mark | ||
|---|---|---|---|---|---|---|---|
| 1 | microsoft/generative-ai-for-beginners 21 Lessons, Get Started Building with Generative AI | ✓ | Jupyter Notebook | 25 Aug | 121k | 88 | A |
| 2 | anthropics/claude-cookbooks A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. | ~ | Jupyter Notebook | 25 Aug | 53k | 85 | A |
| 3 | microsoft/ML-For-Beginners 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all | ✓ | Jupyter Notebook | 25 Aug | 91k | 76 | B+ |
| 4 | openai/openai-cookbook Examples and guides for using the OpenAI API | ✓ | Jupyter Notebook | 25 Aug | 77k | 68 | B |
| 5 | microsoft/ai-agents-for-beginners 18 Lessons to Get Started Building AI Agents | ✓ | Jupyter Notebook | 25 Aug | 77k | 66 | B |
| 6 | GokuMohandas/Made-With-ML Learn how to develop, deploy and iterate on production-grade ML applications. | · | Jupyter Notebook | 25 Aug | 50k | 65 | B |
| 7 | microsoft/Data-Science-For-Beginners 10 Weeks, 20 Lessons, Data Science for All! | ✓ | Jupyter Notebook | 25 Aug | 38k | 65 | B |
| 8 | microsoft/AI-For-Beginners 12 Weeks, 24 Lessons, AI for All! | ✓ | Jupyter Notebook | 25 Aug | 70k | 60 | B- |
| 9 | rasbt/LLMs-from-scratch Implement a ChatGPT-like LLM in PyTorch from scratch, step by step | · | Jupyter Notebook | 25 Aug | 106k | 54 | C+ |
| 10 | openai/CLIP CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image | · | Jupyter Notebook | 25 Aug | 34k | 46 | C |
| 11 | facebookresearch/segment-anything 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. | · | Jupyter Notebook | 25 Aug | 55k | 41 | C |
| 12 | DataExpert-io/data-engineer-handbook This is a repo with links to everything you'd ever want to learn about data engineering | · | Jupyter Notebook | 25 Aug | 44k | 41 | C |
| 13 | google-research/google-research Google Research | · | Jupyter Notebook | 25 Aug | 39k | 40 | C |
| 14 | pathwaycom/llm-app Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. | · | Jupyter Notebook | 25 Aug | 59k | 39 | D |
| 15 | DataTalksClub/data-engineering-zoomcamp Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼 | · | Jupyter Notebook | 25 Aug | 46k | 38 | D |
| 16 | jakevdp/PythonDataScienceHandbook Python Data Science Handbook: full text in Jupyter Notebooks | · | Jupyter Notebook | 25 Aug | 50k | 34 | D |
| 17 | suno-ai/bark 🔊 Text-Prompted Generative Audio Model | · | Jupyter Notebook | 25 Aug | 39k | 34 | D |
| 18 | CompVis/stable-diffusion A latent text-to-image diffusion model | · | Jupyter Notebook | 25 Aug | 73k | 32 | D |
| 19 | patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | · | Jupyter Notebook | 25 Aug | 38k | 31 | D |
| 20 | datawhalechina/happy-llm 📚 从零开始构建大模型 | · | Jupyter Notebook | 25 Aug | 34k | 29 | F |
| 21 | jackfrued/Python-100-Days Python - 100天从新手到大师 | · | Jupyter Notebook | 25 Aug | 187k | 22 | F |
Mark yours.
Two API calls. Nothing cloned, nothing executed, no account.