GitHub项目精选(持续更新)-白红宇的个人博客

GitHub项目精选(持续更新)

发布日期：2022-03-30 18:18:29 浏览次数：64 分类：博客文章

本文共 15161 字，大约阅读时间需要 50 分钟。

![在这里插入图片描述](https://img-blog.csdnimg.cn/20190815110442972.jpg?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3UwMTIxOTkyOTA=,size_16,color_FFFFFF,t_70)*A collection of useful repositories.*

[GitHub地址](https://github.com/TommyMerlin/Repository-Collection)

[个人博客](https://tommymerlin.github.io/)

## 目录

- [机器学习](#机器学习)

- [Python](#Python)

- [中国大学课程资源](#中国大学课程资源)

- [C# DOTNET](#c-dotnet)

- [WPF](#WPF)

- [前端/博客](#前端博客)

- [资源汇总](#资源汇总)

- [CS相关](#cs相关)

- [AGV](#AGV)

- [有趣项目](#有趣项目)

---

### 机器学习

1. [apachecn / AiLearning](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/fengdu78/lihang-code)

> 《统计学习方法》的代码实现。

6. [MLEveryday / 100-Days-Of-ML-Code](https://github.com/MLEveryday/100-Days-Of-ML-Code)

> 100-Days-Of-ML-Code中文版。

7. [GokuMohandas / practicalAI](https://github.com/GokuMohandas/practicalAI)

> A practical approach to machine learning.

8. [roboticcam/machine-learning-notes](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes)

> 吴恩达老师的机器学习课程个人笔记。

12. [tensorflow / tensorflow](https://github.com/tensorflow/tensorflow)

> An Open Source Machine Learning Framework for Everyone.

13. [d2l-ai / d2l-zh](https://github.com/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](https://github.com/afshinea/stanford-cs-229-machine-learning)

> Cheatsheets for Stanford's CS 229 Machine Learning.

14. [microsoft / ai-edu](https://github.com/microsoft/ai-edu)

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

---

### Python

1. [jackfrued / Python-100-Days](https://github.com/jackfrued/Python-100-Days)

> Python - 100天从新手到大师。

2. [TheAlgorithms / Python](https://github.com/TheAlgorithms/Python)

> 算法的Python实现。All Algorithms implemented in Python.

3. [vinta / awesome-python](https://github.com/vinta/awesome-python)

> A curated list of awesome Python frameworks, libraries, software and resources.

> 网站: <https://awesome-python.com/>

4. [fxsjy / jieba](https://github.com/fxsjy/jieba)

> 结巴中文分词。

5. [lancopku / pkuseg-python](https://github.com/lancopku/pkuseg-python)

> pkuseg多领域中文分词工具。

6. [fighting41love / funNLP](https://github.com/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](https://github.com/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](https://github.com/jakevdp/PythonDataScienceHandbook)

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

9. [xchaoinfo / fuck-login](https://github.com/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](https://github.com/fluentpython/example-code)

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

11. [leisurelicht / wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn)

> wtfpython的中文翻译。

12. [qxf2 / wtfiswronghere](https://github.com/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](https://github.com/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](https://github.com/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](https://github.com/PKUanonym/REKCARC-TSC-UHT)

> 清华大学计算机系课程攻略。

3. [lib-pku / libpku](https://github.com/lib-pku/libpku)

> 北京大学课程资料。

> 网站: <https://lib-pku.github.io/>

4. [QSCTech / zju-icicles](https://github.com/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](https://github.com/TheNetAdmin/zjuthesis)

> 浙江大学毕业论文 Latex 模板。

---

### C# DOTNET

1. [TheAlgorithms / C-Sharp](https://github.com/TheAlgorithms/C-Sharp)

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

2. [Live-Charts / Live-Charts](https://github.com/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](https://github.com/0xd4d/dnSpy)

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

4. [shimat / opencvsharp](https://github.com/shimat/opencvsharp)

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

5. [dathlin / HslCommunication](https://github.com/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](https://github.com/quozd/awesome-dotnet)

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

7. [microsoft / dotnet](https://github.com/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](https://github.com/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](https://github.com/Jimmey-Jiang/Common.Utility)

> 比较全面的c#帮助类，各种功能性代码。

---

### WPF

1. [MaterialDesignInXAML / MaterialDesignInXamlToolkit](https://github.com/MaterialDesignInXAML/MaterialDesignInXamlToolkit)

> Google's Material Design in XAML & WPF, for C# & VB.Net.

> 网站: <http://materialdesigninxaml.net/>

2. [MahApps / MahApps.Metro](https://github.com/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](https://github.com/firstfloorsoftware/mui)

> Modern UI for WPF.

4. [xceedsoftware / wpftoolkit](https://github.com/xceedsoftware/wpftoolkit)

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

5. [microsoft / WPF-Samples](https://github.com/microsoft/WPF-Samples)

> Repository for WPF related samples.

6. [Panuon / PanuonUI](https://github.com/Panuon/PanuonUI)

> 一个好看精致、开源无限制使用的WPF控件库。

7. [Panuon / PanuonUI.Silver](https://github.com/Panuon/PanuonUI.Silver)

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

8. [kwonganding / wpf.controls](https://github.com/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](https://github.com/qiu-deqing/FE-learning)

> 前端入门方法。

2. [theme-next / hexo-theme-next](https://github.com/theme-next/hexo-theme-next)

> Hexo主题。Elegant and powerful theme for Hexo.

3. [gitalk / gitalk](https://github.com/gitalk/gitalk)

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

4. [helloqingfeng / Awsome-Front-End-learning-resource](https://github.com/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](https://github.com/kamranahmedse/developer-roadmap)

> Roadmap to becoming a web developer in 2019.

6. [ProfessionalCSharp / ProfessionalCSharp6](https://github.com/ProfessionalCSharp/ProfessionalCSharp6)

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

7. [b3log / pipe](lihttps://github.com/b3log/pipenk)

> 🎷 一款小而美的博客平台，专为程序员设计。

8. [pandao / editor.md](https://github.com/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](https://github.com/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](https://github.com/sindresorhus/awesome)

> Awesome lists about all kinds of interesting topics.

2. [dipakkr / A-to-Z-Resources-for-Students](https://github.com/dipakkr/A-to-Z-Resources-for-Students)

> Curated list of resources for college students.

3. [LisaDziuba / Awesome-Design-Tools](https://github.com/LisaDziuba/Awesome-Design-Tools)

> The best design tools for everything.

4. [Solido / awesome-flutter](https://github.com/Solido/awesome-flutter)

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

5. [TonnyL / Awesome_APIs](https://github.com/TonnyL/Awesome_APIs)

> :octocat: A collection of APIs.

6. [public-apis / public-apis](https://github.com/public-apis/public-apis)

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

7. [matiassingers / awesome-readme](https://github.com/matiassingers/awesome-readme)

> A curated list of awesome READMEs.

8. [ryanoasis / nerd-fonts](https://github.com/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](https://github.com/justjavac/awesome-wechat-weapp)

> 微信小程序开发资源汇总 💯

---

### CS相关

1. [CyC2018 / CS-Notes](https://github.com/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](https://github.com/prakhar1989/awesome-courses)

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

3. [EbookFoundation / free-programming-books](https://github.com/EbookFoundation/free-programming-books)

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

4. [justjavac / free-programming-books-zh_CN](https://github.com/justjavac/free-programming-books-zh_CN)

> 📚 免费的计算机编程类中文书籍

5. [ruanyf / free-books](https://github.com/ruanyf/free-books)

> 互联网上的免费书籍。

6. [Snailclimb / JavaGuide](https://github.com/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](https://github.com/protocolbuffers/protobuf)

> Protocol Buffers - Google's data interchange format.

8. [geeeeeeeeek / git-recipes](https://github.com/geeeeeeeeek/git-recipes)

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

9. [github / gitignore](https://github.com/github/gitignore)

> A collection of useful .gitignore templates.

10. [ziishaned / learn-regex](https://github.com/ziishaned/learn-regex)

> 学习正则表达式。Learn regex the easy way.

11. [Lellansin / Cipher-examples](https://github.com/Lellansin/Cipher-examples)

> 常见加密算法。

12. [badges / shields](https://github.com/badges/shields)

> Concise, consistent, and legible badges in SVG and raster format.

> 网站: <https://shields.io/>

---

### AGV

1. [AtsushiSakai / PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics)

> Python sample codes for robotics algorithms.

2. [anvaka / ngraph.path](https://github.com/anvaka/ngraph.path)

> Path finding in a graph.

---

### 有趣项目

1. [chrislgarry / Apollo-11](https://github.com/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](https://github.com/hakimel/reveal.js)

> The HTML Presentation Framework.

3. [VincentSit / ChinaMobilePhoneNumberRegex](https://github.com/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](https://github.com/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](https://github.com/pomber/git-history)

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

6. [leon-ai / leon](https://github.com/leon-ai/leon)

> Leon is your open-source personal assistant.

7. [lennylxx / ipv6-hosts](https://github.com/lennylxx/ipv6-hosts)

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

8. [chinese-poetry / chinese-poetry](https://github.com/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](https://github.com/JustArchiNET/ArchiSteamFarm)

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

10. [soimort / you-get](https://github.com/soimort/you-get)

> Dumb downloader that scrapes the web.

11. [houshanren / hangzhou_house_knowledge](https://github.com/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](https://github.com/komeiji-satori/Dress)

> 好耶是女装。

13. [XX-net / XX-Net](https://github.com/XX-net/XX-Net)

> A web proxy tool.

14. [Aniket965 / Hello-world](https://github.com/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](https://github.com/rwv/chinese-dos-games)

> 🎮 Chinese DOS games in browser.

16. [gelstudios / gitfiti](https://github.com/gelstudios/gitfiti)

> Abusing github commit history for the lulz.

17. [ornicar / lila](https://github.com/ornicar/lila)

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

18. [cmiscm / leonsans](https://github.com/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](https://github.com/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](https://github.com/3b1b/manim)

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

21. [carloscuesta / gitmoji](https://github.com/carloscuesta/gitmoji)

> An emoji guide for your commit messages. 😜

> 网站: <https://gitmoji.carloscuesta.me/>

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