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Understanding Deep Learning - Simon J.D. Prince

Jupyter Notebook 8,609 1,975 Updated Dec 15, 2025

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

Python 27,630 4,874 Updated Aug 18, 2024

A 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 Notebook 29,716 13,240 Updated Jun 13, 2024

程序员常读书单整理,附下载地址,希望对你有帮助。书单包括设计模式、计算机网络、操作系统、数据库、数据结构与算法、架构、中间件等等。本仓库持续更新中,可以star一下,下次找书直接在上面搜索

1,786 312 Updated May 28, 2024
Jupyter Notebook 237 634 Updated Nov 11, 2025

数据科学的笔记以及资料搜集

Jupyter Notebook 8,510 3,132 Updated Aug 16, 2021

《统计学习方法》的代码实现

Jupyter Notebook 19,533 6,295 Updated Aug 22, 2023

A toolkit of spatial transcriptomic analysis.

Jupyter Notebook 268 71 Updated Nov 28, 2025