此处列出我关于 github 的使用实践及我觉得不错的资源收集。

• akullpp/awesome-java A curated list of awesome frameworks, libraries and software for the Java programming language.
• awesome-css-group/awesome-css A curated contents of amazing CSS Ever :)
• Awesome-Windows/Awesome An awesome & curated list of best applications and tools for Windows.
• awesomedata/awesome-public-datasets A topic-centric list of high-quality open datasets in public domains.
• bayandin/awesome-awesomeness A curated list of awesome awesomeness
• bulutyazilim/awesome-datascience An awesome Data Science repository to learn and apply for real world problems.
• Blankj/awesome-comment 神级注释
• BruceDone/awesome-crawler A collection of awesome web crawler,spider in different languages
• ChristosChristofidis/awesome-deep-learning A curated list of awesome Deep Learning tutorials, projects and communities.
• ChromeDevTools/awesome-chrome-devtools Awesome tooling and resources in the Chrome DevTools & DevTools Protocol ecosystem
• detailyang/awesome-cheatsheet Awesome Cheatsheet
• facert/awesome-spider 收集各种爬虫 （默认爬虫语言为 python）
• fasouto/awesome-dataviz A curated list of awesome data visualization libraries and resources.
• FortAwesome/Font-Awesome The iconic SVG, font, and CSS toolkit https://fontawesome.com
• haiiiiiyun/awesome-django-cn Django 优秀资源大全
• herrbischoff/awesome-macos-command-line Use your macOS terminal shell to do awesome things.
• humiaozuzu/awesome-flask A curated list of awesome Flask resources and plugins
• jaywcjlove/awesome-mac Now we have become very big, Different from the original idea. Collect premium software in various categories. https://git.io/macx
• jobbole/awesome-java-cn Java资源大全中文版
• jobbole/awesome-python-cn Python 资源大全中文版
• jobbole/awesome-programming-books 经典编程书籍大全
• jacksu/awesome-es elasticsearch资源汇总
• justjavac/awesome-wechat-weapp 微信小程序开发资源汇总
• josephmisiti/awesome-machine-learning A curated list of awesome Machine Learning frameworks, libraries and software.
• jtoy/awesome-tensorflow TensorFlow - A curated list of dedicated resources http://tensorflow.org
• kahun/awesome-sysadmin A curated list of amazingly awesome open source sysadmin resources inspired by Awesome PHP.
• lightSky/Awesome-MaterialDesign Collection of material design libs and res.
• marmelab/awesome-rest A collaborative list of great resources about RESTful API architecture, development, test, and performance
• qinwf/awesome-R A curated list of awesome R packages, frameworks and software. https://awesome-r.com
• sindresorhus/awesome Curated list of awesome lists
• veggiemonk/awesome-docker A curated list of Docker resources and projects https://awesome-docker.netlify.com/
• vuejs/awesome-vue A curated list of awesome things related to Vue.js
• vinta/awesome-python A curated list of awesome Python frameworks, libraries, software and resources https://awesome-python.com/
• wecodexyz/awesome-blockchain-articles A collection of awesome blockchain articles. Good learning resources about blockchain.
• xingshaocheng/architect-awesome 《后端架构师技术图谱》
• xitu/awesome-kotlin-cn Kotlin 资源大全，包括教程文章、开源库和框架、Demo 等，由掘金技术社区整理和维护。

• 1c7/chinese-independent-developer 中国独立开发者项目列表 -- 分享大家都在做什么
• AllThingsSmitty/css-protips A collection of tips to help take your CSS skills pro
• AllThingsSmitty/jquery-tips-everyone-should-know A collection of tips to help up your jQuery game
• foru17/front-end-collect 分享自己长期关注的前端开发相关的优秀网站、博客、以及活跃开发者
• jnv/lists The definitive list of lists (of lists) curated on GitHub
• Luosunce/material-design-data 关于 Material Design 的一切资料都在这里
• mtdvio/every-programmer-should-know A collection of (mostly) technical things every software developer should know
• stanzhai/be-a-professional-programmer 成为专业程序员路上用到的各种优秀资料、神器及框架
• tiimgreen/github-cheat-sheet A list of cool features of Git and GitHub. http://git.io/sheet

• aseaday/git-style-guide Git 风格指南
• bolasblack/http-api-guide HTTP 接口设计指北
• bmuschko/gradle-in-action-source Source code for the Manning book "Gradle in Action"
• CyC2018/Interview-Notebook 秋招学习笔记
• crossoverJie/Java-Interview Java 知识点
• docker-library/docs Documentation for Docker Official Images in docker-library
• EbookFoundation/free-programming-books
• jacksu/machine-learning 从零基础开始机器学习之旅
• jikexueyuanwiki/tensorflow-zh 谷歌全新开源人工智能系统TensorFlow官方文档中文版
• judasn/IntelliJ-IDEA-Tutorial IntelliJ IDEA 简体中文专题教程
• justjavac/free-programming-books-zh_CN 免费的计算机编程类中文书籍
• julycoding/The-Art-Of-Programming-By-July 《编程之法：面试和算法心得》
• JerryLead/SparkInternals 主要讨论 Apache Spark 的设计与实现，重点关注其设计思想、运行原理、实现架构及性能调优，附带讨论与 Hadoop MapReduce 在设计与实现上的区别。
• kamranahmedse/developer-roadmap Roadmap to becoming a web developer in 2018
• MrKiven/PyZh 一起写Python文章，一起看Python文章 - 利用readthedocs的Python技术文章的收集和翻译。
• oldratlee/translations 一些不错英文资料的中文翻译。
• qiwsir/ITArticles 这里汇集了我个人撰写以及网上搜集的有关技术文章，原本放到自己的网站和有关博客上，但是由于种种原因，不得不放到这里，感觉更方便。
• Spandan-Madan/DeepLearningProject An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
• taobao/nginx-book Nginx开发从入门到精通
• tiimgreen/github-cheat-sheet GitHub秘籍
• waylau/distributed-systems-technologies-and-cases-analysis 《分布式系统常用技术及案例分析》示例源码
• xitu/gold-miner 掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台
• ty4z2008/Qix Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang http://ty4z2008.github.io/Qix

• aramk/crayon-syntax-highlighter Syntax Highlighter supporting multiple languages, themes, fonts, highlighting from a URL, local file or post text.
• alibaba/p3c Alibaba Java Coding Guidelines pmd implements and IDE plugin https://github.com/alibaba/p3c/wiki
• BoostIO/Boostnote The note-taking app for programmers that focuses on markdown, snippets, and customizability. https://boostnote.io
• flyhttp/wp-gruber-markdown Gruber Markdown for WordPress
• ianstormtaylor/slate A completely customizable framework for building rich text editors. http://slatejs.org
• jaredreich/pell the simplest and smallest WYSIWYG text editor for web, with no dependencies https://jaredreich.com/pell
• JoneXiong/YouMd 基于 Editor.md 的MarkDown在线书写工具，很方便在本地/局域网/服务器快速运行，即时保存，在线管理
• marktext/marktext Next generation markdown editor, running on platforms of MacOS Windows and Linux. https://marktext.github.io/website/
• pandao/editor.md The open source embeddable online markdown editor (component). https://pandao.github.io/editor.md/
• shd101wyy/markdown-preview-enhanced One of the 'BEST' markdown preview extensions for Atom editor!
• YiiGuxing/TranslationPlugin Translation plugin for JetBrains IDE/Android Studio

• abouolia/sticky-sidebar Pure JavaScript tool for making smart and high performance sticky sidebar.
• altercation/ethanschoonover.com website source (hakyll, pandoc markdown) http://ethanschoonover.com
• apache/incubator-echarts A powerful, interactive charting and visualization library for browser http://echarts.baidu.com/
• Chalarangelo/30-seconds-of-code Curated collection of useful Javascript snippets that you can understand in 30 seconds or less. https://30secondsofcode.org/
• codrops/GridLoadingAnimations Some inspiration for loading effects on grid items.
• defunkt/jquery-pjax pushState + ajax = pjax https://pjax.herokuapp.com
• docsifyjs/docsify A magical documentation site generator. https://docsify.js.org
• kelseyhightower/nocode The best way to write secure and reliable applications. Write nothing; deploy nowhere.
• necolas/normalize.css A modern alternative to CSS resets http://necolas.github.io/normalize.css/
• ppoffice/hexo-theme-icarus The blog theme you may fall in love with, coming to Hexo.
• PrismJS/prism Lightweight, robust, elegant syntax highlighting. http://prismjs.com
• RocketChat/Rocket.Chat Have your own Slack like online chat, built with Meteor. https://rocket.chat/
• RubyLouvre/avalon an elegant efficient express mvvm framework http://avalonjs.coding.me/
• rstacruz/nprogress For slim progress bars like on YouTube, Medium, etc http://ricostacruz.com/nprogress
• sentsin/layui采用自身模块规范编写的前端 UI 框架，遵循原生 HTML/CSS/JS 的书写形式，极低门槛，拿来即用。 http://www.layui.com
• TommyLemon/APIJSON 后端接口和文档自动化，前端(客户端) 定制返回JSON的数据和结构
• typicode/json-server Get a full fake REST API with zero coding in less than 30 seconds (seriously)
• vuejs/vue-devtools Browser devtools extension for debugging Vue.js applications.
• YMFE/yapi YApi 是一个可本地部署的、打通前后端及QA的、可视化的接口管理平台
• zdhxiong/mdui MDUI 是一个基于 Material Design 的前端框架。 https://www.mdui.org

• PanJiaChen/vue-element-admin A magical vue admin http://panjiachen.github.io/vue-element-admin
• akveo/blur-admin AngularJS Bootstrap Admin Panel Framework http://akveo.github.io/blur-admin/
• puikinsh/gentelella Free Bootstrap 3 Admin Template https://colorlib.com/polygon/gentelella/index.html

• benoitc/gunicorn gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. http://www.gunicorn.org
• coleifer/peewee a small, expressive orm -- supports postgresql, mysql and sqlite http://docs.peewee-orm.com/
• davenkin/gradle-learning repo for my gradle blog series
• gusibi/momo 微信聊天机器人
• ideawu/ssdb SSDB - A fast NoSQL database, an alternative to Redis http://ssdb.io
• robbyrussell/oh-my-zsh A delightful community-driven (with 1,100+ contributors) framework for managing your zsh configuration.
• wjkang/lazy-mock 一个快速生成后端模拟数据的懒人工具
• Wechat-Group/weixin-java-tools 全能微信Java开发工具包，支持包括微信支付、开放平台、小程序、企业号和公众号等的开发
• zzz40500/GsonFormat 根据Gson库使用的要求,将JSONObject格式的String 解析成实体.

• apache/ignite Mirror of Apache Ignite
• auth0/java-jwt Java implementation of JSON Web Token (JWT)
• b3log/solo A beautiful, simple, stable, fast Java blogging system. 一款漂亮、简约、稳定、极速的 Java 博客系统。
• code4craft/tiny-spring A tiny IoC container refer to Spring.
• ctgk/PRML PRML algorithms implemented in Python
• dropwizard/dropwizard A damn simple library for building production-ready RESTful web services. https://www.dropwizard.io
• elasticjob/elastic-job-lite Elastic-Job is a distributed scheduled job framework, based on Quartz and Zookeeper.
• iluwatar/java-design-patterns Design patterns implemented in Java http://java-design-patterns.com
• ityouknow/spring-boot-examples about learning Spring Boot via examples. Spring Boot 技术栈示例代码，快速简单上手教程。 http://www.ityouknow.com/
• je-ge/spring-boot Spring Boot https://spring.io/projects/spring-boot
• java8/Java8InAction Java8InAction
• naver/pinpoint Pinpoint is an open source APM (Application Performance Management) tool for large-scale distributed systems written in Java. http://naver.github.io/pinpoint/
• otale/tale Best beautiful java blog, worth a try https://tale.biezhi.me
• oblac/jodd Jodd! Lightweight. Java. Use what you like. https://jodd.org
• portainer/portainer Simple management UI for Docker http://portainer.io
• renrenio/renren-security 采用Spring、MyBatis、Shiro框架，开发的一套权限系统，极低门槛，拿来即用。设计之初，就非常注重安全性，为企业系统保驾护航，让一切都变得如此简单。
• RichardWarburton/java-8-lambdas-exercises Exercises and Answers for Java 8 Lambdas book
• spring-projects/spring-boot
• square/okhttp An HTTP+HTTP/2 client for Android and Java applications. http://square.github.io/okhttp/
• swagger-api/swagger-ui Swagger UI is a collection of HTML, Javascript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API. http://swagger.io
• swagger-api/swagger-samples Samples for the various Swagger projects under swagger-api http://swagger.io
• Tencent/phxqueue A high-availability, high-throughput and highly reliable distributed queue based on the Paxos algorithm.
• winterbe/java8-tutorial
• 94fzb/zrlog ZrLog是使用 Java 开发的博客/CMS程序，具有简约，易用，组件化，内存占用低等特点。自带 Markdown 编辑器，让更多的精力放在写作上，而不是花费大量时间在学习程序的使用上。 http://www.zrlog.com

• amoffat/sh Python process launching http://amoffat.github.com/sh
• coells/100days 100 days of algorithms
• encode/apistar A smart Web API framework, for Python 3. 🌟 https://docs.apistar.com
• faif/python-patterns A collection of design patterns/idioms in Python
• falseen/shadowsocks-pyqt 一个用PyQt5实现的shadowsocks 客户端, 可以在 windows、linux、OSX 等平台上运行
• hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. https://pypi.python.org/pypi/autopep8/
• hluk/FakeVim Vim emulation in QTextEdit, QPlainTextEdit and similar Qt widgets
• lk-geimfari/mimesis Mimesis is a fast and easy to use library for Python, which helps generate synthetic data for a variety of purposes in a variety of languages. https://lk-geimfari.github.io/mimesis/
• TheAlgorithms/Python All Algorithms implemented in Python
• plotly/dash Interactive, Reactive Web Apps for Python. Dash Is Productive™ https://plot.ly/products/dash
• pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables http://www.pyinstaller.org
• qiwsir/StarterLearningPython Learning Python: from Beginner to Master. http://www.itdiffer.com
• qiwsir/algorithm 如果要成为一个有一定水平的程序员，算法是必须要会的。算法，让你的程序变得更有灵气。
• QTodoTxt/QTodoTxt Cross Platform todo.txt GUI
• Yixiaohan/codeparkshare Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐
• Yixiaohan/show-me-the-code Python 练习册，每天一个小程序

• aleen42/PersonalWiki A simple personal wiki of my current knowledge
• BurntSushi/ripgrep ripgrep recursively searches directories for a regex pattern
• coolwanglu/pdf2htmlEX Convert PDF to HTML without losing text or format. http://coolwanglu.github.com/pdf2htmlEX/
• dixudx/tumblr-crawler Easily download all the photos/videos from tumblr blogs.
• docker/kitematic Visual Docker Container Management on Mac & Windows https://kitematic.com
• getnikola/nikola A static website and blog generator https://getnikola.com/
• git-cola/git-cola git-cola: The highly caffeinated Git GUI https://git-cola.github.io/
• hackjutsu/Lepton Democratizing Snippet Management (macOS/Win/Linux) http://hackjutsu.com/Lepton
• imsun/gitment A comment system based on GitHub Issues. https://imsun.github.io/gitment/
• jhchen/ansize Convert images to binary ANSI art
• jrhu05/jerryUtil java常用工具类集合
• kekingcn/kkFileView 使用spring boot打造文件文档在线预览项目解决方案，支持doc、docx、ppt、pptx、xls、xlsx、zip、rar、mp4，mp3以及众多类文本如txt、html、xml、java、properties、sql、js、md、json、conf、ini、vue、php、py、bat、gitignore等文件在线预览 http://file.keking.cn/
• littlecodersh/ItChat A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 http://itchat.readthedocs.io
• lionsoul2014/ip2region 准确率99.9%的ip地址定位库，0.0x毫秒级查询，数据库文件大小只有1.5M，提供了java,php,c,python,nodejs,golang,c#查询绑定和Binary,B树,内存三种查询算法，妈妈再也不用担心我的ip地址定位！ http://gitee.com/lionsoul/ip2region
• likexian/stathub-go A smart Hub for holding server Stat
• mridgers/clink Bash's powerful command line editing in cmd.exe http://mridgers.github.io/clink
• oguzhaninan/Stacer Linux System Optimizer and Monitoring - https://oguzhaninan.github.io/Stacer-Web
• powerline/powerline Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.
• persepolisdm/persepolis Persepolis Download Manager is a GUI for aria2.
• qutebrowser/qutebrowser A keyboard-driven, vim-like browser based on PyQt5. https://www.qutebrowser.org/
• sunoj/jjb 京价保（京价宝）—— 一个帮助你自动申请京东价格保护的chrome拓展 http://jjb.im
• tamlok/vnote A Vim-inspired note-taking application that knows programmers and Markdown better. https://tamlok.github.io/vnote
• [tzutalin/labelImg](LabelImg is a graphical image annotation tool and label object bounding boxes in images https://youtu.be/p0nR2YsCY_U)
• viosey/opage Simple homepage for your browser. https://o.viosey.com
• wekan/wekan The open-source Trello-like kanban (built with Meteor) https://wekan.github.io
• wekan/wekan-mongodb Docker: Wekan <=> MongoDB
• wangshub/wechat_jump_game 微信《跳一跳》Python 辅助 https://zhuanlan.zhihu.com/p/32452473
• zhoubear/open-paperless Scan, index, and archive all of your paper documents

• anishathalye/neural-style Neural style in TensorFlow! https://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/
• apache/incubator-mxnet Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more https://mxnet.apache.org
• hzy46/fast-neural-style-tensorflow A tensorflow implementation for fast neural style!
• jindongwang/transferlearning Everything about Transfer Learning and Domain Adaptation--迁移学习 http://transferlearning.xyz/
• kailashahirwar/cheatsheets-ai Essential Cheat Sheets for deep learning and machine learning researchers
• lengstrom/fast-style-transfer TensorFlow CNN for fast style transfer
• luanfujun/deep-photo-styletransfer Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
• log0/neural-style-painting Implementing of the "A Neural Algorithm of Artistic Style"
• mrxlz/ImageStyleTransform
• NVIDIA/FastPhotoStyle Style transfer, deep learning, feature transform
• OlavHN/fast-neural-style Fast neural style in tensorflow based on http://arxiv.org/abs/1603.08155
• sigopt/sigopt-examples Optimization Examples with SigOpt
• yunjey/pytorch-tutorial PyTorch Tutorial for Deep Learning Researchers

• awolfly9/IPProxyTool python ip proxy tool scrapy crawl. 抓取大量免费代理 ip，提取有效 ip 使用
• gaojiuli/gain Web crawling framework based on asyncio.
• howie6879/hproxy hproxy - Asynchronous IP proxy pool, aims to make getting proxy as convenient as possible.(异步爬虫代理池) https://hproxy.htmlhelper.org/api
• jhao104/proxy_pool Python爬虫代理IP池(proxy pool)
• binux/pyspider A Powerful Spider(Web Crawler) System in Python. http://docs.pyspider.org/
• scrapy/scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. https://scrapy.org
• xuxueli/xxl-crawler A distributed web crawler framework.（分布式爬虫框架XXL-CRAWLER） http://www.xuxueli.com/xxl-crawler
• code4craft/webmagic A scalable web crawler framework for Java. http://webmagic.io/

• adobe-fonts/source-han-sans Source Han Sans | 思源黑体 | 思源黑體 | 源ノ角ゴシック | 본고딕 https://adobe.ly/SourceHanSans
• feathericons/feather Simply beautiful open source icons https://feathericons.com