Popular GitHub Repositories for Book

《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。

《机器学习》（西瓜书）公式详解

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.

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

✔（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】

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

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

??? 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.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

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

:book: [译] 面向机器学习的特征工程

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

:closed_book: Clarity in the current fast-paced mess of Open Source innovation

《深度学习与计算机视觉》配套代码

? awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Examples and libraries for "Natural Language Processing in Action" book

A simple deep learning framework in pure python for purpose of learning in DL