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Starred repositories

28 stars written in Jupyter Notebook
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⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Jupyter Notebook 29,929 13,232 Updated Mar 19, 2026

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 24,807 9,451 Updated Aug 16, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,561 6,273 Updated Aug 22, 2023

A collection of various deep learning architectures, models, and tips

Jupyter Notebook 17,453 4,102 Updated Feb 8, 2024

This repository contains implementations and illustrative code to accompany DeepMind publications

Jupyter Notebook 14,785 2,861 Updated Mar 25, 2026

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 9,829 1,507 Updated Dec 10, 2025

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Jupyter Notebook 9,629 1,771 Updated Mar 4, 2026

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Jupyter Notebook 8,961 2,175 Updated Oct 20, 2023

this repository accompanies the book "Grokking Deep Learning"

Jupyter Notebook 7,691 1,626 Updated Jun 1, 2024

Book_3_《数学要素》 | 鸢尾花书:从加减乘除到机器学习;上架;欢迎继续纠错,纠错多的同学还会有赠书!

Jupyter Notebook 7,398 1,325 Updated Dec 10, 2025

Book_1_《编程不难》 | 鸢尾花书:从加减乘除到机器学习;请多多批评指正!

Jupyter Notebook 6,829 1,322 Updated Dec 10, 2025

🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.

Jupyter Notebook 4,873 6,488 Updated Mar 22, 2026

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

Jupyter Notebook 3,956 1,296 Updated Mar 19, 2024

Book_2_《可视之美》 | 鸢尾花书:从加减乘除到机器学习,欢迎批评指正

Jupyter Notebook 3,620 760 Updated Dec 10, 2025

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

Jupyter Notebook 3,600 741 Updated Dec 10, 2025

The fast.ai course notebooks

Jupyter Notebook 3,448 1,303 Updated Oct 8, 2024

🔥 Machine Learning Notebooks

Jupyter Notebook 3,437 536 Updated Apr 9, 2024

Book_7_《机器学习》 | 鸢尾花书:从加减乘除到机器学习;欢迎批评指正

Jupyter Notebook 3,215 594 Updated Dec 10, 2025

Book_6_《数据有道》 | 鸢尾花书:从加减乘除到机器学习;欢迎大家批评指正!纠错多的同学会得到赠书感谢!

Jupyter Notebook 2,620 466 Updated Dec 10, 2025

机器学习、深度学习的学习路径及知识总结

Jupyter Notebook 2,405 381 Updated Mar 10, 2026

”数学不难“ 之 《线性代数不难》上下册,66话题完册;欢迎批评指正

Jupyter Notebook 1,478 223 Updated Sep 3, 2025

Grokking Deep Reinforcement Learning

Jupyter Notebook 1,008 276 Updated Feb 4, 2022

Course materials for: Geospatial Data Science

Jupyter Notebook 634 123 Updated Mar 14, 2026

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

Jupyter Notebook 303 33 Updated Nov 6, 2025

Learn Python, Easy to learn, Awesome

Jupyter Notebook 266 58 Updated Jan 22, 2022

An ecosystem of data, models and code pipelines to tackle flooding with ML🌊

Jupyter Notebook 178 43 Updated Aug 5, 2025

Personal colab collections which I feel interesting.

Jupyter Notebook 54 4 Updated Nov 19, 2024

musing, testing, experimenting—learning by doing

Jupyter Notebook 6 Updated Aug 14, 2023