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Curated list of project-based tutorials

255,346 33,332 Updated Aug 15, 2024

Python - 100天从新手到大师

Jupyter Notebook 177,338 55,239 Updated Dec 18, 2025

Stable Diffusion web UI

Python 159,843 29,767 Updated Dec 18, 2025

《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語,提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现

Java 121,407 14,766 Updated Jan 4, 2026

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

Dockerfile 96,992 10,749 Updated Jan 5, 2026

A fast, simple & powerful blog framework, powered by Node.js.

TypeScript 41,143 5,032 Updated Jan 6, 2026

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

Python 35,416 5,507 Updated Dec 30, 2025

深度学习经典、新论文逐段精读

32,329 2,768 Updated Mar 22, 2025

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

Python 32,239 2,259 Updated Dec 27, 2025

润学全球官方指定GITHUB,整理润学宗旨、纲领、理论和各类润之实例;解决为什么润,润去哪里,怎么润三大问题; 并成为新中国人的核心宗教,核心信念。

32,162 2,594 Updated Jul 31, 2024

🌟 Wiki of OI / ICPC for everyone. (某大型游戏线上攻略,内含炫酷算术魔法)

TypeScript 25,220 4,528 Updated Jan 10, 2026

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

21,921 3,368 Updated Jan 18, 2023

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Jupyter Notebook 18,610 4,440 Updated Aug 7, 2024

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

16,677 1,534 Updated Feb 13, 2023

🌈一个跨平台的划词翻译和OCR软件 | A cross-platform software for text translation and recognition.

JavaScript 16,646 795 Updated Nov 9, 2025

Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.

SCSS 16,220 4,958 Updated Jan 4, 2026

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

Jupyter Notebook 16,200 3,103 Updated Nov 23, 2025

WTF Solidity 极简入门教程,供小白们使用。Now supports English! 官网: https://wtf.academy

Solidity 13,797 2,394 Updated Nov 20, 2025

100 numpy exercises (with solutions)

Python 13,675 6,501 Updated Nov 6, 2025

Build mindmaps with plain text

TypeScript 12,293 919 Updated Jun 12, 2025

研究生数学建模,本科生数学建模、数学建模竞赛优秀论文,数学建模算法,LaTeX论文模板,算法思维导图,参考书籍,Matlab软件教程,PPT

TeX 9,791 2,227 Updated Sep 20, 2025

本人的科研经验

9,754 523 Updated Jan 10, 2026

上海交通大学课程资料分享

9,257 2,176 Updated Apr 17, 2020

A simple C++11 Thread Pool implementation

C++ 8,646 2,356 Updated Jul 20, 2024

A Python implementation of global optimization with gaussian processes.

Python 8,514 1,594 Updated Dec 27, 2025

Elegant and powerful theme for Hexo.

Stylus 8,369 2,035 Updated Jun 27, 2024

机器学习算法python实现

Python 8,285 2,504 Updated May 20, 2024

《剑指 Offer》《图解算法数据结构》《Krahets 笔面试精选 88 题》Python, Java, C++ 解题代码

Java 7,991 874 Updated Dec 30, 2025

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

CSS 7,852 1,516 Updated Oct 6, 2022

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

7,647 1,896 Updated Feb 26, 2022
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