For the sake of finding some repositories on github easily, wrote this article as an index.

Algorithm

Cpp实现常见算法:TheAlgorithms/C-Plus-Plus

python实现常见算法:TheAlgorithms/Python

必知的50个算法实现(多种语言):wangzheng0822/algo

PAT代码:liuchuo/PAT

CCF认证试题:richenyunqi/CCF-certification-exam-solution

挑战程序设计竞赛:yogykwan/acm-challenge-workbook

算法导论:gzc/CLRS huaxz1986/cplusplus-_Implementation_Of_Introduction_to_Algorithms

leetcode全解:

leetcode/剑指offer各种算法:apachecn/Interview

刷算法题模板:greyireland/algorithm-pattern

Hello算法(力扣krahets):krahets/hello-algo

python实现各种算法:Jack-Lee-Hiter/AlgorithmsByPython

用动画的形式解释leetcode:MisterBooo/LeetCodeAnimation

算法动画演示工具:algorithm-visualizer/algorithm-visualizer

算法讲解:labuladong/fucking-algorithm

为刚开始刷题的人准备:chefyuan/algorithm-base

LeetCode刷题攻略:youngyangyang04/leetcode-master

CMU/Waymo大佬刷题攻略:changgyhub/leetcode_101

Open Courses/Books

浙江大学公开课:QSCTech/zju-icicles

中科大公开课:USTC-Resource/USTC-Course

北大公开课:lib-pku/libpku

清华CS专业课:PKUanonym/REKCARC-TSC-UHT

中大CS专业课:sysuexam/SYSU-Exam

上海交大CS专业课:CoolPhilChen/SJTU-Courses

计算机中文书籍:

极客时间电子书:it-ebooks-0/geektime-books

自学计算机:keithnull/TeachYourselfCS-CN

从零开始json教程:miloyip/json-tutorial

Flutter开发实战:CarGuo/GSYFlutterBook

命令行的艺术:jlevy/the-art-of-command-line

bytebytego系统设计课程:ByteByteGoHq/system-design-101

如何设计一个大型系统:donnemartin/system-design-primer

不同硅谷大厂是如何应用系统设计的:systemdesign42/system-design

设计数据密集型应用:Vonng/DDIA

凤凰架构 构建可靠的大型分布式系统:fenixsoft/awesome-fenix

高并发的哲学原理:johnlui/PPHC

正则表达式:ziishaned/learn-regex

55道题熟练regex正则表达式:aykutkardas/regexlearn.com

wordpress实战课:bestony/EasyWordPressBook

docker入门教程:jaywcjlove/docker-tutorial

Learn X in Y minutes:learnxinyminutes adambard/learnxinyminutes-docs

EveryProgrammerShouldKnow:mtdvio/every-programmer-should-know

CS186 UCB数据库设计(Java实现):CS186 CS自学指南

程序员提问的智慧:ryanhanwu/How-To-Ask-Questions-The-Smart-Way

程序员如何优雅地做副业:easychen/lean-side-bussiness

Machine Learning

Tutorial

Tensorflow官方文档中文版:jikexueyuanwiki/tensorflow-zh

Tensorflow2.0中文教程:czy36mengfei/tensorflow2_tutorials_chinese

30天搞定Tensorflow2.0:lyhue1991/eat_tensorflow2_in_30_days

20天搞定pytorch:lyhue1991/eat_pytorch_in_20_days

粗暴Tensorflow2.0指南:snowkylin/tensorflow-handbook

深度学习入门(基于Tensorflow2.0):dragen1860/Deep-Learning-with-TensorFlow-book

pytorch入门与实践:chenyuntc/pytorch-book

pytorch中文手册:zergtant/pytorch-handbook

动态演示CNN内部原理:poloclub/cnn-explainer 机器之心

从零入门AI:GokuMohandas/practicalAI

b站大佬白板公式推理:shuhuai007/Machine-Learning-Session

深度学习原理(个人总结gitbook):shunliz/Machine-Learning

100天入门ML:Avik-Jain/100-Days-of-ML-Code-Chinese-Version

为软件开发者设计的ML教程:ZuzooVn/machine-learning-for-software-engineers

机器学习学习路径:clone95/Virgilio

ApacheCN写的学习路线:apachecn/AiLearning

跟着迪哥学AI:tangyudi/Ai-learn

华校专AI算法工程师手册:AI手册

深度学习理论与实战(进阶篇):dl-book

吴恩达机器学习秘籍(书):deeplearning-ai/machine-learning-yearning-cn

Pytorch实现知名NLP算法:graykode/nlp-tutorial

面向NLP面试:NLP-LOVE/ML-NLP

T大刘知远NLP教程:zibuyu/research_tao

复旦NLP实验室入门教程:FudanNLP/nlp-beginner 作业实现:Alic-yuan/nlp-beginner-finish

复旦轻量级NLP工具包:fastnlp/fastNLP

入门强化学习:zhoubolei/introRL

数据科学笔记:fengdu78/Data-Science-Notes

pandasGUI可视化工具:adamerose/pandasgui

Practice

金融大数据工具:waditu/tushare

开源量化交易平台:vnpy/vnpy

中文Quant相关资源:thuquant/awesome-quant

Quant和机器学习相关资源:grananqvist/Awesome-Quant-Machine-Learning-Trading

DL股市预测模型:huseinzol05/Stock-Prediction-Models

利用深度强化学习炒股:wangshub/RL-Stock

人脸识别:ageitgey/face_recognition

超轻量中文ocr工具:ouyanghuiyu/chineseocr_lite

将图片新海诚化:TachibanaYoshino/AnimeGANv2

给老视频上色:jantic/DeOldify 机器之心

实时音频伪造:CorentinJ/Real-Time-Voice-Cloning

实时音频伪造(中文版):babysor/Realtime-Voice-Clone-Chinese

中文NLP工具包:fighting41love/funNLP

一个API调用多种NLP模型:huggingface/transformers

深度学习经典模型:rasbt/deeplearning-models

用numpy实现主流ML算法:ddbourgin/numpy-ml

自己实现主要算法:trekhleb/homemade-machine-learning

有趣的DL小项目:Honlan/DeepInterests

机器学习资源大全:jobbole/awesome-machine-learning-cn

kaggle项目实战:apachecn/kaggle

数据科学竞赛平台收集:iphysresearch/DataSciComp DataSciComp主页

Well-known Open Courses/Books/Papers

python数据分析与挖掘实战:apachecn/python_data_analysis_and_mining_action

复旦教授邱锡鹏神经网络与深度学习:nndl/nndl.github.io

可解释的机器学习:MingchaoZhu/InterpretableMLBook

花书公式推导与代码实现:MingchaoZhu/DeepLearning

西瓜书辅助公式推导讲解南瓜书:datawhalechina/pumpkin-book

西瓜书辅助学习笔记:Vay-keen/Machine-learning-learning-notes

西瓜书公式推导(百度云盘有存pdf):Sophia-11/Machine-Learning-Notes

机器学习理论导引(钥匙书):datawhalechina/key-book

统计学习方法(最后一个repo认证):

动手学深度学习(李沐):d2l-ai/d2l-zh

动手学深度学习pytorch实现:ShusenTang/Dive-into-DL-PyTorch TrickyGo/Dive-into-DL-TensorFlow2.0

PRML实现代码:ctgk/PRML

深度学习书籍pdf资源:loveunk/Deep-learning-books

知名DL网课链接kmario23/deep-learning-drizzle

吴恩达deeplearning.ai五门课:fengdu78/deeplearning_ai_books

吴恩达cs229中文笔记:

cs230_2018Fall_DeepLearning_吴恩达:cs230-stanford/cs230-code-examples

cs224n_NLP笔记课件:stanfordnlp/cs224n-winter17-notes 代码:hankcs/CS224n

夕小瑶的卖萌屋cs224n笔记(2019版本):xixiaoyao/CS224n-winter-together

cs231n_CV笔记课件:cs231n.github.io 代码:lightaime/cs231n

李宏毅《机器学习》笔记:datawhalechina/leeml-notes

python数据科学手册:jakevdp/PythonDataScienceHandbook

基于Scikit-Learn和TensorFlow 机器学习实战:DeqianBai/Hands-on-Machine-Learning

python深度学习:fengdu78/machine_learning_beginner 原书:fchollet/deep-learning-with-python-notebooks

可解释性的机器学习:MingchaoZhu/InterpretableMLBook

DL研究论文:dennybritz/deeplearning-papernotes

图像方向的知名论文:benedekrozemberczki/awesome-graph-classification

CVPR最近几年的论文和实现代码:extreme-assistant/CVPR2020-Paper-Code-Interpretation

100篇NLP方向必读论文:mhagiwara/100-nlp-papers

追踪NLP的最新发展进度与各种数据集:sebastianruder/NLP-progress

2013年至今顶会最佳论文:familyld/Awesome-Best-Papers

Dataset

中文NLP数据集:SophonPlus/ChineseNlpCorpus

大规模中文自然语言处理语料:brightmart/nlp_chinese_corpus

1.4亿中文知识图谱:ownthink/KnowledgeGraphData

中文任务基准测评排行榜:chineseGLUE/chineseGLUE

中文NLP数据集搜索:CLUEbenchmark/CLUEDatasetSearch

全网最大各种数据集:datasetlist

Graviti数据集:Graviti

Interview

深度学习500问:scutan90/DeepLearning-500-questions

大厂算法岗基础面经:sladesha/Reflection_Summary

ChatGPT

Notion AI Web版:Vaayne/notionai-py

ChatGPT国内代理:

ChatGPT API翻译epub书籍:yihong0618/bilingual_book_maker

ChatGPT的chrome翻译插件:yetone/openai-translator

ChatGPT Web版:ddiu8081/chatgpt-demo 衍生版:ourongxing/chatgpt-vercel

ChatGPT Web版(模仿官方):Yidadaa/ChatGPT-Next-Web

和ChatGPT进行语音对话:hahahumble/speechgpt

ChatGPT的chrome插件(融合new bing):chathub-dev/chathub

利用ChatGPT学习英语口语:hahahumble/speechgpt

利用GPT总结B站视频内容:JimmyLv/BiliGPT

利用GPT总结论文内容:mukulpatnaik/researchgpt

如何有效prompt:phodal/ai-research

prompt指南:PlexPt/awesome-chatgpt-prompts-zh prompt-engineering/understand-prompt

计算OpenAI Token消耗量:dqbd/tiktokenizer

自然语言转换成SQL语句:whoiskatrin/sql-translator

解决ChatGPT网络错误:xcanwin/KeepChatGPT

桌面端AI语音对话练习:liou666/polyglot

吴恩达prompt课程:datawhalechina/prompt-engineering-for-developers

GPTs应用商店:linexjlin/GPTs

Big Data

大数据入门指南:heibaiying/BigData-Notes

大数据面试题:wangzhiwubigdata/God-Of-BigData

Flink实战教程:zhisheng17/flink-learning

Instrument

Facilitation about Life

各个国家的IPTV:iptv-org/iptv

直播源相关资源汇总:imDazui/Tvlist-awesome-m3u-m3u8

iptv直播转换工具(需要知道确定源):fanmingming/live 该网站ipv6链接:link

在线更新的iptv源收集整理:HerbertHe/iptv-sources

iptv源收集:YueChan/Live 整理好看些:DangJin/awesome-iptv

ip对应地理位置的离线数据库:lionsoul2014/ip2region

解锁流媒体Netflix/HBO/Disney+:sjlleo/netflix-verify

将手机短信转发到不同平台:pppscn/SmsForwarder

跨平台传输工具(AirDrop开源实现):localsend/localsend

telegram汉化包:zh_cn

see微博客户端安装包:funcenter/See

moonFM多端同步:开发者文档 在centos装couchDB同步

自建个人memo(类似产品flomo):usememos/memos

高质量的中文播客:typlog/china-indie-podcasts

和好朋友一起听播客:yenche123/podcast-together

spotify美化插件:spicetify/spicetify-cli

spotify个人收听数据图表显示:Yooooomi/your_spotify

中国国家节假日调休补班日历:lanceliao/china-holiday-calendar

将跑步数据做成网页:yihong0618/running_page

开源个人订阅跟踪器(附带实时汇率换算):ellite/Wallos

b站视频数据动态可视化:Jannchie/Historical-ranking-data-visualization jannchie/anichart.js

老胡生成器:mediatoreditor/HuEditorGenerator AeroXi/hubian-generator

国外新闻媒体付费插件:iamadamdev/bypass-paywalls-chrome

Fluent Design风格的win文件管理器:files-community/Files

win10平台将视频作为壁纸:SegoCode/AutoWall

自建图床:chevereto/Chevereto-Free rodber/chevereto-free

AWTRIX应用示例代码:awtrix/AWTRIX2.0-Apps

浏览器运行VSCode:cdr/code-server

FRP:fatedier/frp

模仿github的各种社交软件热力图:yihong0618/GitHubPoster

视频网站下载器:iawia002/annie soimort/you-get ytdl-org/youtube-dl KurtBestor/Hitomi-Downloader

磁力链接搜索:xiandanin/magnetW

人人影视/字幕组镜像存档:tgbot-collection/YYeTsBot

磁力下载工具:

个人笔记(替代印象笔记):

markdown编辑器:

个人博客建站:

带夜间模式的hexo主题:Siricee/hexo-theme-Chic

仿vue.js的hexo博客主题:yanm1ng/hexo-theme-vexo

清爽的hexo博客主题:xrr2016/hexo-theme-cold-stone

瀑布流图片的hexo主题:theme-nexmoe/hexo-theme-nexmoe

阴阳黑白的简约hugo主题:joway/hugo-theme-yinyang

海报样式的hugo主题:adityatelange/hugo-PaperMod

博客中的评论系统:djyde/cusdis

markdown转微信公众号:lyricat/wechat-format mdnice/markdown-nice

markdown转思维导图:gera2ld/markmap-lib

将印象笔记格式文件转换成markdown:akosbalasko/yarle

将印象笔记格式文件转换成notion:vzhd1701/enex2notion

同步豆瓣媒体到notion中:Qliangw/notion_sync_data

开源聊天平台(亦支持一对一聊天):mattermost/mattermost

pdf转html:coolwanglu/pdf2htmlEX

豆瓣电影chrome扩展:Neulana/douban-movie-extension

知乎想法win版:apm1467/zhihu-heartbeat

clubhouseAPI集合:Seia-Soto/clubhouse-api

控制台py-clubhouse:stypr/clubhouse-py

web端clubhouse:ai-eks/OpenClubhouse

web端clubhouse:zhuowei/hipster.house

安卓端clubhouse:grishka/Houseclub

每日提醒女朋友:sfyc23/EverydayWechat

女朋友聊天记录年度报告:myth984/wechat-report

微信机器人:

提取微信聊天记录:LC044/WeChatMsg

微信内容云备份:likeflyme/cloudbak

12306(可ML识别验证码):testerSunshine/12306

12306购票助手(含web界面):pjialin/py12306

大佬教你如何看房(eg.杭州):houshanren/hangzhou_house_knowledge

上海买房经验:ayuer/shanghai_house_knowledge

逃离北上广(房价工作需求):Jinnrry/getAwayBSG

资产配置方案:brain-zhang/xianglong

MacOS外接显示器工具:waydabber/BetterDisplay

支持各种脚本语言的定时任务管理平台:whyour/qinglong

Facilitation about Tech

教你如何入门GitHub:[skills/introduction-to-github](https://github.com/skills/introduction-to-githu

vscode插件 超越鼓励师:formulahendry/vscode-ycy

vscode插件 程序员鼓励师:SaekiRaku/vscode-rainbow-fart

vscode插件 drawio:hediet/vscode-drawio

vscode插件 leetcode:LeetCode-OpenSource/vscode-leetcode

vscode插件 关注基金变动:giscafer/leek-fund

vscode插件 debug可视化:hediet/vscode-debug-visualizer

vscode的github主题:primer/github-vscode-theme

vscode左侧文件项目嵌套:antfu/vscode-file-nesting-config

JetBrains插件 leetcode:shuzijun/leetcode-editor

github官方代码补全插件:github/copilot-docs

redis交互式终端:laixintao/iredis

redis的python客户端:redis/redis-py

桌面可视化redis工具:qishibo/AnotherRedisDesktopManager

redis官方可视化工具:RedisInsight

一个现代化的Redis客户端:tiny-craft/tiny-rdm

macos上的命令行补全工具:withfig/autocomplete

Terminal命令行环境:

令人惊叹的服务器自建项目:awesome-selfhosted/awesome-selfhosted

短链接自建:URL Shorteners

微信推送通知:

利用类似shields.io的badge显示LeetCodeCN:haozibi/leetcode-badge

git飞行法则(解决git过程中的问题和疑惑):k88hudson/git-flight-rules

github中文项目排行榜(包含归类):kon9chunkit/GitHub-Chinese-Top-Charts

更改github网站的hosts:521xueweihan/GitHub520

github star history:timqian/star-history

给github的readme添加目录:markdown-toc

在github profile显示自己心跳:yihong0618/iBeats

在github个人主页写README:

github主页的pinned小项目:matchai/awesome-pinned-gists

微信小程序开源库:

区块链:chaozh/awesome-blockchain-cn

网站链接+1s:justjavac/1s

trojan:trojan-gfw/trojan

v2ray:233boy/v2ray

multi-v2ray:two4mamba/multi-v2ray

v2rayN:2dust/v2rayN

v2rayNG:2dust/v2rayNG

x-ui面板:vaxilu/x-ui

v2ray与v2-ui搭配指南:xianshenglu/crossTheWall

支持导入ss/vmess且自动更新连接最快服务器:winXray/winXray

V2ray路由规则加强版:Loyalsoldier/v2ray-rules-dat

OpenWrt路由器刷ss:softwaredownload/openwrt-fanqiang

ss的前世今生:JadaGates/ShadowsocksBio

deepin版本的ss:lolimay/shadowsocks-deepin

耗子哥的翻墙/科学上网指南:haoel/haoel.github.io

不同协议的订阅转换:CareyWang/sub-web tindy2013/subconverter

Clash Premium 规则集:

Cloudflare Warp生成订阅:vvbbnn00/WARP-Clash-API

Cloudflare Worker将链接转换成订阅:7Sageer/sublink-worker

北大岳昕:sikaozhe1997/Xin-Yue

万物皆可RSS:DIYgod/RSSHub

docker部署TinyTinyRSS:HenryQW/Awesome-TTRSS

一个telegram的RSSBot:indes/flowerss-bot

telegrambot推送RSS内容:GuangzheJiang/rss_everyday

win平台下的RSS阅读器:yang991178/fluent-reader

监测RSS变动:easychen/rsspush

window系统下的控制台:cmderdev/cmder

windows terminal配色方案:atomcorp/themes

linux系统下的控制台:ohmyzsh/ohmyzsh

在终端中显示二维码:alishtory/qrcode-terminal

一个todolist的CLI:klaussinani/taskbook

一个文件目录树的CLI:MrRaindrop/tree-cli

wakatime的自部署版本:muety/wakapi

uptime实时监控网站或服务器:louislam/uptime-kuma

acme脚本实现网站https自签名并续期:acmesh-official/acme.sh

可挂载多种网盘的文件列表:alist-org/alist

一分钟搭建自己的域名邮箱服务:Jinnrry/PMail

适合团队的在线API文档:star7th/showdoc

API调用大全:fangzesheng/free-api

正则表达式速查表:geongeorge/i-hate-regex

nginx配置文件生成:digitalocean/nginxconfig.io

docker部署的nginx管理页面:NginxProxyManager/nginx-proxy-manager

自建docker镜像:kubesre/docker-registry-mirrors

docker国内加速:DaoCloud/public-image-mirror

设计模式查阅手册:design-patterns 常用设计模式

各种设计模式:guanguans/design-patterns-for-humans-cn

程序员找工作黑名单:shengxinjing/programmer-job-blacklist

程序员找工作作息表:WorkerLivesMatter/WorkingTime

WorkingTime备份:wz930206/work-time-guide

996ICU:996icu/996.ICU formulahendry/955.WLB 623637646/996.Leave

程序员如何优雅地赚零花钱:easychen/howto-make-more-money

Python Scrawler/Login/Attack

python虚拟环境管理:pyenv/pyenv

一些小例子:jackzhenguo/python-small-examples

100天学习路径:jackfrued/Python-100-Days

模拟登陆/爬虫:

爬虫教程:Kr1s77/Python-crawler-tutorial-starts-from-zero

python3网络爬虫开发实战:Germey/Python3WebSpider

微博爬虫:

虎扑bbs爬虫:seedjyh/hupubbs hupujrs2017/hupuspider 在github搜hupu会有很多

高可用的ip代理池:SpiderClub/haipproxy

工具包:mahmoud/awesome-python-applications

控制台美化python输出与格式化:willmcgugan/rich

pandas中文教程:datawhalechina/joyful-pandas

链家租房数据:XuefengHuang/lianjia-scrawler

黑客工具包:The-Art-of-Hacking/h4cker

利用python进行DDoS:MatrixTM/MHDDoS

bilibili公用API:SocialSisterYi/bilibili-API-collect

python用于debug的显示包:laike9m/Cyberbrain

python面试:

Java/Android/Spring

Java Interview

Java Principle/Instrument

Spring Learning/Instrument

Java Demo

RPC Framework

Android Interview

Golang

Go中国访问代理加速:goproxy/goproxy.cn

Golang语言学习路径:Quorafind/golang-developer-roadmap-cn

Go入门指南:unknwon/the-way-to-go

7天用Go从零实现:geektutu/7days-golang

Go语法树入门:chai2010/go-ast-book

(书)Go语言高级编程:chai2010/advanced-go-programming-book

学习Golang的相关资料:overnote/over-golang

未来服务器端编程语言（最全空降golang资料补给包）:0voice/Introduction-to-Golang

Liteide_Golang语言IDE:visualfc/liteide

基于gin+vue搭建的后台管理系统框架:flipped-aurora/gin-vue-admin

Go最值得使用的网络框架:gin-gonic/gin

Go网络框架(相当于Java与SpringBoot):gogf/gf

优化Go语言代码的性能:dgryski/go-perfbook

Swift

30个swift小项目:soapyigu/Swift-30-Projects

Web3

学习solidity:AmazingAng/WTF-Solidity

Front End

现代JavaScript教程:javascript-tutorial/zh.javascript.info

33个js工程师都应懂的概念:stephentian/33-js-concepts

前端清单:thedaviddias/Front-End-Checklist

前端性能清单:thedaviddias/Front-End-Performance-Checklist

React学习之道:the-road-to-learn-react/the-road-to-learn-react-chinese

热门的前端UI框架:ant-design/QMUI/wepy/MPX/taro/MDUI/Element UI/Semantic UI/cube-ui/vant/tailwind/arco-design/arco-design-vue/semi-design

手绘风格的前端框架:beizhedenglong/rough-charts

前端入门到进阶学习笔记:qianguyihao/Web

前端资源汇总仓库:helloqingfeng/Awsome-Front-End-learning-resource

Architect

架构师技术图谱:toutiaoio/awesome-architecture

后端架构师技术图谱:xingshaocheng/architect-awesome

全栈/架构师之路:frank-lam/fullstack-tutorial

系统重构与迁移指南:phodal/migration

Interview

面试之前:

前端面试资源汇总:

面试综合:

大厂面试经验:

提问面试官的问题大全:viraptor/reverse-interview

互联网公司/部门上下班大小周周报情况:UrHomeCn/work-time-guide

提供远程工作的公司名单:remoteintech/remote-jobs

程序员海外工作/英文面试手册:eliaszon/Programmers-Overseas-Job-Interview-Handbook

Civil Servant

程序员考公指南:

全国各省市停贷情况:WeNeedHome/SummaryOfLoanSuspension

Life

程序员做饭指南:Anduin2017/HowToCook

做饭选择食材跳转到b站视频教程:YunYouJun/cook

非常时期/疫情时期囤货/囤菜/屯货/屯菜指南:toutiaoio/A-Guide-To-Stockpiling

程序员延寿指南:geekan/HowToLiveLonger

健康学习到150岁-人体系统调优:zijie0/HumanSystemOptimization

润学:The-Run-Philosophy-Organization/run

立党润学问答:lidangzzz/How-to-run-q-and-a

Books

美国反对美国-王沪宁:zealotCE/AmericaOpposeAmerica

天涯神帖kkndme聊房价:shenzhengfang/kkndme_tianya

外文杂志持续更新(经济学人):hehonghui/awesome-english-ebooks

李笑来学英语:xiaolai/everyone-can-use-english

VPS

秋水逸冰测速脚本: