Popular GitHub Repositories for Book Authors

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

《机器学习》（西瓜书）公式详解

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Machine Learning Engineering Open Book

✔（已完结）最全面的 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】

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

The "Python Machine Learning (1st edition)" book code repository and info resource

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

Python code for "Probabilistic Machine learning" book by Kevin Murphy

?‍? 全世界最好的LLM资料总结（视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

Matlab code of machine learning algorithms in book PRML

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

??? 全世界最好的LLM资料总结（数据处理、模型训练、模型部署、o1 模型、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】