*A collection of useful repositories.*
[GitHub地址](https://github.com/TommyMerlin/Repository-Collection)
[個人博客](https://tommymerlin.github.io/)
## 目錄
- [機器學習](#機器學習)
- [Python](#Python)
- [中國大學課程資源](#中國大學課程資源)
- [C# DOTNET](#c-dotnet)
- [WPF](#WPF)
- [前端/博客](#前端博客)
- [資源匯總](#資源匯總)
- [CS相關](#cs相關)
- [AGV](#AGV)
- [有趣項目](#有趣項目)
---
### 機器學習
1. [apachecn / AiLearning](https://github.com/apachecn/AiLearning)
> AiLearning: 機器學習 - MachineLearning - ML、深度學習 - DeepLearning - DL、自然語言處理 NLP。
> 網站: <http://ailearning.apachecn.org>
2. [datawhalechina / pumpkin-book](https://github.com/datawhalechina/pumpkin-book)
> 《機器學習》（西瓜書）公式推導解析，在線閱讀地址：https://datawhalechina.github.io/pumpkin-book
3. [scutan90 / DeepLearning-500-questions](https://github.com/scutan90/DeepLearning-500-questions)
> 深度學習500問，以問答形式對常用的概率知識、線性代數、機器學習、深度學習、計算機視覺等熱點問題進行闡述。
4. [zergtant / pytorch-handbook](https://github.com/zergtant/pytorch-handbook)
> pytorch handbook是一本開源的書籍，目標是幫助那些希望和使用PyTorch進行深度學習開發和研究的朋友快速入門，其中包含的Pytorch教程全部通過測試保證可以成功運行。
5. [fengdu78 / lihang-code](https://github.com/fengdu78/lihang-code)
> 《統計學習方法》的代碼實現。
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)
> 不間斷更新機器學習，概率模型和深度學習的講義(1000+頁)和視頻鏈接。
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.
> 網站: <https://stanford.edu/~shervine/teaching/cs-229>
10. [fengdu78 / deeplearning_ai_books](https://github.com/fengdu78/deeplearning_ai_books)
> deeplearning.ai（吳恩達老師的深度學習課程筆記及資源）。
11. [fengdu78 / Coursera-ML-AndrewNg-Notes](https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes)
> 吳恩達老師的機器學習課程個人筆記。
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)
> 《動手學深度學習》：面向中文讀者、能運行、可討論。英文版即伯克利“深度學習導論（STAT 157）”教材。
> 視頻：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天從新手到大師。
2. [TheAlgorithms / Python](https://github.com/TheAlgorithms/Python)
> 算法的Python實現。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.
> 網站: <https://awesome-python.com/>
4. [fxsjy / jieba](https://github.com/fxsjy/jieba)
> 結巴中文分詞。
5. [lancopku / pkuseg-python](https://github.com/lancopku/pkuseg-python)
> pkuseg多領域中文分詞工具。
6. [fighting41love / funNLP](https://github.com/fighting41love/funNLP)
> 中英文敏感詞、語言檢測、中外手機/電話歸屬地/運營商查詢、名字推斷性別、手機號抽取、身份證抽取、郵箱抽取、中日文人名庫、中文縮寫庫、拆字詞典、詞匯情感值、停用詞、反動詞表、暴恐詞表、繁簡體轉換、英文模擬中文發音、汪峰歌詞生成器、職業名稱詞庫、同義詞庫、反義詞庫、否定詞庫、汽車品牌詞庫、汽車零件詞庫、連續英文切割、各種中文詞向量、公司名字大全、古詩詞庫、IT詞庫、財經詞庫、成語詞庫、地名詞庫、歷史名人詞庫、詩詞詞庫、醫學詞庫、飲食詞庫、法律詞庫、汽車詞庫、動物詞庫、中文聊天語料、中文謠言數據、百度中文問答數據集、句子相似度匹配算法集合、bert資源、文本生成&摘要相關工具、cocoNLP信息抽取工具、國內電話號碼正則匹配
7. [amueller / word_cloud](https://github.com/amueller/word_cloud)
> 詞雲生成。A little word cloud generator in Python.
> 網站: <https://amueller.github.io/word_cloud>
8. [jakevdp / PythonDataScienceHandbook](https://github.com/jakevdp/PythonDataScienceHandbook)
> Python數據處理。Python Data Science Handbook: full text in Jupyter Notebooks.
9. [xchaoinfo / fuck-login](https://github.com/xchaoinfo/fuck-login)
> 模擬登錄一些知名的網站，為了方便爬取需要登錄的網站。
10. [fluentpython / example-code](https://github.com/fluentpython/example-code)
> 《流暢的Python》書中代碼。Example code for the book Fluent Python.
11. [leisurelicht / wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn)
> wtfpython的中文翻譯。
12. [qxf2 / wtfiswronghere](https://github.com/qxf2/wtfiswronghere)
> 新手常犯的Python錯誤。
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.
---
### 中國大學課程資源
1. [USTC-Resource / USTC-Course](https://github.com/USTC-Resource/USTC-Course)
> 中國科學技術大學課程資源。
> 網站: <https://ustc-resource.github.io/USTC-Course>
2. [PKUanonym / REKCARC-TSC-UHT](https://github.com/PKUanonym/REKCARC-TSC-UHT)
> 清華大學計算機系課程攻略。
3. [lib-pku / libpku](https://github.com/lib-pku/libpku)
> 北京大學課程資料。
> 網站: <https://lib-pku.github.io/>
4. [QSCTech / zju-icicles](https://github.com/QSCTech/zju-icicles)
> 浙江大學課程攻略共享計划。
> 網站: <https://qsctech.github.io/zju-icicles/>
5. [TheNetAdmin / zjuthesis](https://github.com/TheNetAdmin/zjuthesis)
> 浙江大學畢業論文 Latex 模板。
---
### C# DOTNET
1. [TheAlgorithms / C-Sharp](https://github.com/TheAlgorithms/C-Sharp)
> 算法的C#實現。All algorithms implemented in C#.
2. [Live-Charts / Live-Charts](https://github.com/Live-Charts/Live-Charts)
> .NET下簡單、靈活、可交互的圖表。
Simple, flexible, interactive & powerful charts, maps and gauges for .Net.
3. [0xd4d / dnSpy](https://github.com/0xd4d/dnSpy)
> .NET調試和編譯器。.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)
> 工業物聯網基礎架構框架，專注於基礎技術通信和跨平台、跨語言通信功能，實現多種主流PLC數據讀寫。
> 網站: <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#工具類，常用方法，系統API，文件處理、加密解密、Winform美化（C# Tools）。
9. [Jimmey-Jiang / Common.Utility](https://github.com/Jimmey-Jiang/Common.Utility)
> 比較全面的c#幫助類，各種功能性代碼。
---
### WPF
1. [MaterialDesignInXAML / MaterialDesignInXamlToolkit](https://github.com/MaterialDesignInXAML/MaterialDesignInXamlToolkit)
> Google's Material Design in XAML & WPF, for C# & VB.Net.
> 網站: <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.
> 網站: <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)
> 一個好看精致、開源無限制使用的WPF控件庫。
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)
> 在學習中和使用WPF中，學習、借鑒了很多網友的文章和開源的項目的知識。發現提供實際項目開發需要的基礎控件、樣式的文章大都比較散，不成系列。因此基於現在項目中使用開發了一個wpf基礎UI庫。
---
### 前端/博客
1. [qiu-deqing / FE-learning](https://github.com/qiu-deqing/FE-learning)
> 前端入門方法。
2. [theme-next / hexo-theme-next](https://github.com/theme-next/hexo-theme-next)
> Hexo主題。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最全的前端資源匯總倉庫（包括前端學習、開發資源、求職面試等）。
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，專為程序員設計。
8. [pandao / editor.md](https://github.com/pandao/editor.md)
> 開源可嵌入的在線Markdown編輯器（模塊）。The open source embeddable online markdown editor (component).
> 網站: <http://editor.md.ipandao.com/>
9. [qianguyihao / Web](https://github.com/qianguyihao/Web)
> 前端入門和進階學習筆記，超詳細的Web前端學習圖文教程。
---
### 資源匯總
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)
> 圖標、字體集合。🔡 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)
> 微信小程序開發資源匯總 💯
---
### CS相關
1. [CyC2018 / CS-Notes](https://github.com/CyC2018/CS-Notes)
> 📚 技術面試必備基礎知識、Leetcode 題解、Java、C++、Python、后端面試、操作系統、計算機網絡、系統設計。
2. [prakhar1989 / awesome-courses](https://github.com/prakhar1989/awesome-courses)
> 📚 大學CS課程。List of awesome university courses for learning Computer Science!
3. [EbookFoundation / free-programming-books](https://github.com/EbookFoundation/free-programming-books)
> 📚 編程相關書籍。Freely available programming books.
4. [justjavac / free-programming-books-zh_CN](https://github.com/justjavac/free-programming-books-zh_CN)
> 📚 免費的計算機編程類中文書籍
5. [ruanyf / free-books](https://github.com/ruanyf/free-books)
> 互聯網上的免費書籍。
6. [Snailclimb / JavaGuide](https://github.com/Snailclimb/JavaGuide)
> 【Java學習+面試指南】 一份涵蓋大部分Java程序員所需要掌握的核心知識。
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)
> 🥡 高質量的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)
> 學習正則表達式。Learn regex the easy way.
11. [Lellansin / Cipher-examples](https://github.com/Lellansin/Cipher-examples)
> 常見加密算法。
12. [badges / shields](https://github.com/badges/shields)
> Concise, consistent, and legible badges in SVG and raster format.
> 網站: <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.
---
### 有趣項目
1. [chrislgarry / Apollo-11](https://github.com/chrislgarry/Apollo-11)
> 阿波羅11號。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)
> 一組匹配中國大陸手機號碼的正則表達式。
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)
> 這是一個數據可視化項目，能夠將歷史數據排名轉化為動態柱狀圖圖表。
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)
> 最全中華古詩詞數據庫, 唐宋兩朝近一萬四千古詩人, 接近5.5萬首唐詩加26萬宋詩. 兩宋時期1564位詞人，21050首詞。
9. [JustArchiNET / ArchiSteamFarm](https://github.com/JustArchiNET/ArchiSteamFarm)
> Steam掛卡。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年買房經歷總結出來的買房購房知識分享給大家，希望對大家有所幫助。買房不易，且買且珍惜。
12. [komeiji-satori / Dress](https://github.com/komeiji-satori/Dress)
> 好耶 是女裝。
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)
> 國際象棋。♞ 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.
> 網站: <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.
> 網站: <https://suulnnka.github.io/BullshitGenerator/index.html>
20. [3b1b / manim](https://github.com/3b1b/manim)
> 數學動畫引擎。Animation engine for explanatory math videos.
21. [carloscuesta / gitmoji](https://github.com/carloscuesta/gitmoji)
> An emoji guide for your commit messages. 😜
> 網站: <https://gitmoji.carloscuesta.me/>