01
microsoft/ai-agents-for-beginners
+2,662
stars this month· ~3.7/h
Leading #2 by +910 stars
18 Lessons to Get Started Building AI Agents
Jupyter Notebook76,82225,235by
Sorted by stars gained · 18 repos · last 30 days
- 02
higgsfield-ai/higgsfield
+1,752stars this month· ~2.4/hFault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
Jupyter Notebook5,9341,065by - 03
microsoft/ML-For-Beginners
+1,245stars this month· ~1.7/h12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Jupyter Notebook91,38122,585by - 04
xiaolai/the-craft-of-selfteaching
+890stars this month· ~1.2/hOne has no future if one couldn't teach themself.
Jupyter Notebook17,63417,749by - 05
patchy631/ai-engineering-hub
+887stars this month· ~1.2/hIn-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Jupyter Notebook38,2786,294by - 06
OpenBMB/MiniCPM
+803stars this month· ~1.1/hMiniCPM5: SOTA on-device LLMs, small yet powerful.
Jupyter Notebook11,505791by - 07
openai/openai-cookbook
+766stars this month· ~1.1/hExamples and guides for using the OpenAI API
Jupyter Notebook76,53912,930by - 08
datawhalechina/deepagents-in-action
+732stars this month· ~1.0/h📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南
Jupyter Notebook2,655273by - 09
microsoft/Data-Science-For-Beginners
+713stars this month· ~0.99/h10 Weeks, 20 Lessons, Data Science for All!
Jupyter Notebook37,5497,576by - 10
DataTalksClub/machine-learning-zoomcamp
+508stars this month· ~0.71/hLearn ML engineering for free in 4 months! Register here 👇🏼
Jupyter Notebook14,7173,277by - 11
- 12
AI4Finance-Foundation/FinRL
+395stars this month· ~0.55/hFinRL®: Financial Reinforcement Learning. 🔥
Jupyter Notebook16,6153,539by - 13
microsoft/mcp-for-beginners
+277stars this month· ~0.38/hThis open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
Jupyter Notebook17,4235,647by - 14
ageron/handson-ml3
+216stars this month· ~0.30/hA series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Jupyter Notebook14,2925,351by - 15
wesm/pydata-book
+140stars this month· ~0.19/hMaterials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Jupyter Notebook25,00815,703by - 16
fastai/fastai
+110stars this month· ~0.15/hThe fastai deep learning library
Jupyter Notebook28,2187,642by - 17
shap/shap
+98stars this month· ~0.14/hA game theoretic approach to explain the output of any machine learning model.
Jupyter Notebook25,8033,768by - 18
google-gemma/cookbook
+87stars this month· ~0.12/hA collection of guides and examples for the Gemma open models from Google.
Jupyter Notebook4,065670by
