GitHub 项目精选

Repository-Collection

A collection of useful repositories.

GitHub

目录

• 机器学习
• Python
• 中国大学课程资源
• C# DOTNET
• WPF
• 前端/博客
• 资源汇总
• CS 相关
• AGV
• 有趣项目

机器学习

1. apachecn / AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP。
网站: http://ailearning.apachecn.org

2. datawhalechina / pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

3. scutan90 / DeepLearning-500-questions

深度学习 500 问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述。

4. zergtant / pytorch-handbook

pytorch handbook 是一本开源的书籍，目标是帮助那些希望和使用 PyTorch 进行深度学习开发和研究的朋友快速入门，其中包含的 Pytorch 教程全部通过测试保证可以成功运行。

5. fengdu78 / lihang-code

《统计学习方法》的代码实现。

6. MLEveryday / 100-Days-Of-ML-Code

100-Days-Of-ML-Code 中文版。

7. GokuMohandas / practicalAI

A practical approach to machine learning.

8. roboticcam/machine-learning-notes

不间断更新机器学习，概率模型和深度学习的讲义(1000+ 页)和视频链接。

9. afshinea / stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning.
网站: https://stanford.edu/~shervine/teaching/cs-229

10. fengdu78 / deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）。

11. fengdu78 / Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记。

12. tensorflow / tensorflow

An Open Source Machine Learning Framework for Everyone.

13. d2l-ai / d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。
视频：https://space.bilibili.com/209599371/channel/detail?cid=23541
PDF: https://github.com/TommyMerlin/Repository-Collection/tree/master/files

14. afshinea / stanford-cs-229-machine-learning

Cheatsheets for Stanford's CS 229 Machine Learning.

14. microsoft / ai-edu

AI education materials for Chinese students, teachers and IT professionals.

Python

1. jackfrued / Python-100-Days

Python - 100 天从新手到大师。

2. TheAlgorithms / Python

算法的 Python 实现。All Algorithms implemented in Python.

3. vinta / awesome-python

A curated list of awesome Python frameworks, libraries, software and resources.
网站: https://awesome-python.com/

4. fxsjy / jieba

结巴中文分词。

5. lancopku / pkuseg-python

pkuseg 多领域中文分词工具。

6. fighting41love / funNLP

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT 词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert 资源、文本生成&摘要相关工具、cocoNLP 信息抽取工具、国内电话号码正则匹配

7. amueller / word_cloud

词云生成。A little word cloud generator in Python.
网站: https://amueller.github.io/word_cloud

8. jakevdp / PythonDataScienceHandbook

Python 数据处理。Python Data Science Handbook: full text in Jupyter Notebooks.

9. xchaoinfo / fuck-login

模拟登录一些知名的网站，为了方便爬取需要登录的网站。

10. fluentpython / example-code

《流畅的 Python》书中代码。Example code for the book Fluent Python.

11. leisurelicht / wtfpython-cn

wtfpython 的中文翻译。

12. qxf2 / wtfiswronghere

新手常犯的 Python 错误。
A collection of simple errors that beginners are likely to hit when they start writing Python.

13. rougier / matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet. From an upcoming book on matplotlib.

中国大学课程资源

1. USTC-Resource / USTC-Course

中国科学技术大学课程资源。
网站: https://ustc-resource.github.io/USTC-Course

2. PKUanonym / REKCARC-TSC-UHT

清华大学计算机系课程攻略。

3. lib-pku / libpku

北京大学课程资料。
网站: https://lib-pku.github.io/

4. QSCTech / zju-icicles

浙江大学课程攻略共享计划。
网站: https://qsctech.github.io/zju-icicles/

5. TheNetAdmin / zjuthesis

浙江大学毕业论文 Latex 模板。

C# DOTNET

1. TheAlgorithms / C-Sharp

算法的 C#实现。All algorithms implemented in C#.

2. Live-Charts / Live-Charts

.NET 下简单、灵活、可交互的图表。
Simple, flexible, interactive & powerful charts, maps and gauges for .Net.

3. 0xd4d / dnSpy

.NET 调试和编译器。.NET debugger and assembly editor.

4. shimat / opencvsharp

.NET 框架下的 OpenCV。.NET Framework wrapper for OpenCV.

5. dathlin / HslCommunication

工业物联网基础架构框架，专注于基础技术通信和跨平台、跨语言通信功能，实现多种主流 PLC 数据读写。
网站: http://www.hslcommunication.cn

6. quozd / awesome-dotnet

A collection of awesome .NET libraries, tools, frameworks and software.

7. microsoft / dotnet

This repo is the official home of .NET on GitHub. It's a great starting point to find many .NET OSS projects from Microsoft and the community, including many that are part of the .NET Foundation.

8. yuzhengyang / Fork

C#工具包，C#工具类，常用方法，系统 API，文件处理、加密解密、Winform 美化（C# Tools）。

9. Jimmey-Jiang / Common.Utility

比较全面的 c#帮助类，各种功能性代码。

WPF

1. MaterialDesignInXAML / MaterialDesignInXamlToolkit

Google's Material Design in XAML & WPF, for C# & VB.Net.
网站: http://materialdesigninxaml.net/

2. MahApps / MahApps.Metro

A framework that allows developers to cobble together a Metro or Modern UI for their own WPF applications with minimal effort.
网站: https://mahapps.com

3. firstfloorsoftware / mui

Modern UI for WPF.

4. xceedsoftware / wpftoolkit

All the controls missing in WPF. Over 1 million downloads.

5. microsoft / WPF-Samples

Repository for WPF related samples.

6. Panuon / PanuonUI

一个好看精致、开源无限制使用的 WPF 控件库。

7. Panuon / PanuonUI.Silver

Panuon.UI optimized version. A beautiful wpf ui library using templates & attached properties.

8. kwonganding / wpf.controls

在学习中和使用 WPF 中，学习、借鉴了很多网友的文章和开源的项目的知识。发现提供实际项目开发需要的基础控件、样式的文章大都比较散，不成系列。因此基于现在项目中使用开发了一个 wpf 基础 UI 库。

前端/博客

1. qiu-deqing / FE-learning

前端入门方法。

2. theme-next / hexo-theme-next

Hexo 主题。Elegant and powerful theme for Hexo.

3. gitalk / gitalk

Gitalk is a modern comment component based on Github Issue and Preact.

4. helloqingfeng / Awsome-Front-End-learning-resource

GitHub 最全的前端资源汇总仓库（包括前端学习、开发资源、求职面试等）。

5. kamranahmedse / developer-roadmap

Roadmap to becoming a web developer in 2019.

6. ProfessionalCSharp / ProfessionalCSharp6

Code samples for the book Professional C# 6 and .NET Core 1.0, Wrox Press.

🎷 一款小而美的博客平台，专为程序员设计。

8. pandao / editor.md

开源可嵌入的在线 Markdown 编辑器（模块）。The open source embeddable online markdown editor (component).
网站: http://editor.md.ipandao.com/

9. qianguyihao / Web

前端入门和进阶学习笔记，超详细的 Web 前端学习图文教程。

资源汇总

1. sindresorhus / awesome

Awesome lists about all kinds of interesting topics.

2. dipakkr / A-to-Z-Resources-for-Students

Curated list of resources for college students.

3. LisaDziuba / Awesome-Design-Tools

The best design tools for everything.

4. Solido / awesome-flutter

An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.

5. TonnyL / Awesome_APIs

A collection of APIs.

6. public-apis / public-apis

A collective list of free APIs for use in software and web development.

7. matiassingers / awesome-readme

A curated list of awesome READMEs.

8. ryanoasis / nerd-fonts

图标、字体集合。🔡 Iconic font aggregator, collection, and patcher. 40+ patched fonts, over 3,600 glyph/icons, includes popular collections such as Font Awesome & fonts such as Hack.

9. justjavac / awesome-wechat-weapp

微信小程序开发资源汇总 💯

CS 相关

1. CyC2018 / CS-Notes

📚 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计。

2. prakhar1989 / awesome-courses

📚 大学 CS 课程。List of awesome university courses for learning Computer Science!

3. EbookFoundation / free-programming-books

📚 编程相关书籍。Freely available programming books.

4. justjavac / free-programming-books-zh_CN

📚 免费的计算机编程类中文书籍

5. ruanyf / free-books

互联网上的免费书籍。

6. Snailclimb / JavaGuide

【Java 学习 + 面试指南】 一份涵盖大部分 Java 程序员所需要掌握的核心知识。

7. protocolbuffers / protobuf

Protocol Buffers - Google's data interchange format.

8. geeeeeeeeek / git-recipes

🥡 高质量的 Git 中文教程。Git recipes in Chinese by Zhongyi Tong.

9. github / gitignore

A collection of useful .gitignore templates.

10. ziishaned / learn-regex

学习正则表达式。Learn regex the easy way.

11. Lellansin / Cipher-examples

常见加密算法。

12. badges / shields

Concise, consistent, and legible badges in SVG and raster format.
网站: https://shields.io/

AGV

1. AtsushiSakai / PythonRobotics

Python sample codes for robotics algorithms.

2. anvaka / ngraph.path

Path finding in a graph.

有趣项目

1. chrislgarry / Apollo-11

阿波罗 11 号。Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

2. hakimel / reveal.js

The HTML Presentation Framework.

3. VincentSit / ChinaMobilePhoneNumberRegex

一组匹配中国大陆手机号码的正则表达式。
Regular expressions that match the mobile phone number in mainland China.

4. Jannchie / Historical-ranking-data-visualization-based-on-d3.js

这是一个数据可视化项目，能够将历史数据排名转化为动态柱状图图表。

5. pomber / git-history

Quickly browse the history of a file from any git repository.

6. leon-ai / leon

Leon is your open-source personal assistant.

7. lennylxx / ipv6-hosts

Fork of https://code.google.com/archive/p/ipv6-hosts/, focusing on automation.

8. chinese-poetry / chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近 5.5 万首唐诗加 26 万宋诗. 两宋时期 1564 位词人，21050 首词。

9. JustArchiNET / ArchiSteamFarm

Steam 挂卡。C# application with primary purpose of idling Steam cards from multiple accounts simultaneously.

10. soimort / you-get

Dumb downloader that scrapes the web.

11. houshanren / hangzhou_house_knowledge

2017 年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。

12. komeiji-satori / Dress

好耶 是女装。

13. XX-net / XX-Net

A web proxy tool.

14. Aniket965 / Hello-world

Add any Program in any language you like or add a hello world Program ❣️ if you like give us ⭐️.

15. rwv / chinese-dos-games

🎮 Chinese DOS games in browser.

16. gelstudios / gitfiti

Abusing github commit history for the lulz.

17. ornicar / lila

国际象棋。♞ lichess.org: the forever free, adless and open source chess server. ♞

18. cmiscm / leonsans

Leon Sans is a geometric sans-serif typeface made with code in 2019 by Jongmin Kim.
网站: https://leon-kim.com/

19. menzi11 / BullshitGenerator

狗屁不通文章生成器。Needs to generate some texts to test if my GUI rendering codes good or not. so I made this.
网站: https://suulnnka.github.io/BullshitGenerator/index.html

20. 3b1b / manim

数学动画引擎。Animation engine for explanatory math videos.

21. carloscuesta / gitmoji

An emoji guide for your commit messages. 😜
网站: https://gitmoji.carloscuesta.me/