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Co-authored-by: Sindre Sorhus <sindresorhus@gmail.com>
2020-11-02 01:45:44 +01:00

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<div align="center">
<img width="500" height="350" src="media/logo.svg" alt="Awesome">
<br>
<h4>
Check out my latest iPhone app <a href="https://apps.apple.com/app/id1532588789">Photo Widget</a> which lets you add photos to your home screen
</h4>
<br>
<br>
<br>
<p>
<p>
<sup>
<a href="https://github.com/sponsors/sindresorhus">My open source work is supported by the community</a>
</sup>
</p>
<sup>Special thanks to:</sup>
<br>
<br>
<a href="https://standardresume.co">
<img src="https://sindresorhus.com/assets/thanks/standard-resume-logo.svg" width="160"/>
</a>
</p>
<br>
<br>
<br>
</div>
<p align="center">
<a href="awesome.md">What is an awesome list?</a>&nbsp;&nbsp;&nbsp;
<a href="contributing.md">Contribution guide</a>&nbsp;&nbsp;&nbsp;
<a href="create-list.md">Creating a list</a>&nbsp;&nbsp;&nbsp;
<a href="https://twitter.com/awesome__re">Twitter</a>&nbsp;&nbsp;&nbsp;
<a href="https://www.redbubble.com/people/sindresorhus/works/30364188-awesome-logo">Stickers & t-shirts</a>
</p>
<br>
<div align="center">
<b>Follow the <a href="https://twitter.com/awesome__re">Awesome Twitter account</a> for updates on new list additions.</b>
</div>
<br>
<p align="center">
<sub>Just type <a href="https://awesome.re"><code>awesome.re</code></a> to go here. Check out my <a href="https://blog.sindresorhus.com">blog</a> and follow me on <a href="https://twitter.com/sindresorhus">Twitter</a>.</sub>
</p>
<br>
## Contents
- [Platforms](#platforms)
- [Programming Languages](#programming-languages)
- [Front-End Development](#front-end-development)
- [Back-End Development](#back-end-development)
- [Computer Science](#computer-science)
- [Big Data](#big-data)
- [Theory](#theory)
- [Books](#books)
- [Editors](#editors)
- [Gaming](#gaming)
- [Development Environment](#development-environment)
- [Entertainment](#entertainment)
- [Databases](#databases)
- [Media](#media)
- [Learn](#learn)
- [Security](#security)
- [Content Management Systems](#content-management-systems)
- [Hardware](#hardware)
- [Business](#business)
- [Work](#work)
- [Networking](#networking)
- [Decentralized Systems](#decentralized-systems)
- [Higher Education](#higher-education)
- [Events](#events)
- [Testing](#testing)
- [Miscellaneous](#miscellaneous)
- [Related](#related)
## Platforms
- [Node.js](https://github.com/sindresorhus/awesome-nodejs#readme) - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.
- [Cross-Platform](https://github.com/bcoe/awesome-cross-platform-nodejs#readme) - Writing cross-platform code on Node.js.
- [Frontend Development](https://github.com/dypsilon/frontend-dev-bookmarks#readme)
- [iOS](https://github.com/vsouza/awesome-ios#readme) - Mobile operating system for Apple phones and tablets.
- [Android](https://github.com/JStumpp/awesome-android#readme) - Mobile operating system developed by Google.
- [IoT & Hybrid Apps](https://github.com/weblancaster/awesome-IoT-hybrid#readme)
- [Electron](https://github.com/sindresorhus/awesome-electron#readme) - Cross-platform native desktop apps using JavaScript/HTML/CSS.
- [Cordova](https://github.com/busterc/awesome-cordova#readme) - JavaScript API for hybrid apps.
- [React Native](https://github.com/jondot/awesome-react-native#readme) - JavaScript framework for writing natively rendering mobile apps for iOS and Android.
- [Xamarin](https://github.com/XamSome/awesome-xamarin#readme) - Mobile app development IDE, testing, and distribution.
- [Linux](https://github.com/aleksandar-todorovic/awesome-linux#readme)
- [Containers](https://github.com/Friz-zy/awesome-linux-containers#readme)
- [eBPF](https://github.com/zoidbergwill/awesome-ebpf#readme) - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
- [Arch-based Projects](https://github.com/PandaFoss/Awesome-Arch#readme) - Linux distributions and projects based on Arch Linux.
- [macOS](https://github.com/iCHAIT/awesome-macOS#readme) - Operating system for Apple's Mac computers.
- [Command-Line](https://github.com/herrbischoff/awesome-macos-command-line#readme)
- [Screensavers](https://github.com/agarrharr/awesome-macos-screensavers#readme)
- [Apps](https://github.com/jaywcjlove/awesome-mac#readme)
- [Open Source Apps](https://github.com/serhii-londar/open-source-mac-os-apps#readme)
- [watchOS](https://github.com/yenchenlin/awesome-watchos#readme) - Operating system for the Apple Watch.
- [JVM](https://github.com/deephacks/awesome-jvm#readme)
- [Salesforce](https://github.com/mailtoharshit/awesome-salesforce#readme)
- [Amazon Web Services](https://github.com/donnemartin/awesome-aws#readme)
- [Windows](https://github.com/Awesome-Windows/Awesome#readme)
- [IPFS](https://github.com/ipfs/awesome-ipfs#readme) - P2P hypermedia protocol.
- [Fuse](https://github.com/fuse-compound/awesome-fuse#readme) - Mobile development tools.
- [Heroku](https://github.com/ianstormtaylor/awesome-heroku#readme) - Cloud platform as a service.
- [Raspberry Pi](https://github.com/thibmaek/awesome-raspberry-pi#readme) - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
- [Qt](https://github.com/JesseTG/awesome-qt#readme) - Cross-platform GUI app framework.
- [WebExtensions](https://github.com/fregante/Awesome-WebExtensions#readme) - Cross-browser extension system.
- [RubyMotion](https://github.com/motion-open-source/awesome-rubymotion#readme) - Write cross-platform native apps for iOS, Android, macOS, tvOS, and watchOS in Ruby.
- [Smart TV](https://github.com/vitalets/awesome-smart-tv#readme) - Create apps for different TV platforms.
- [GNOME](https://github.com/Kazhnuz/awesome-gnome#readme) - Simple and distraction-free desktop environment for Linux.
- [KDE](https://github.com/francoism90/awesome-kde#readme) - A free software community dedicated to creating an open and user-friendly computing experience.
- [.NET](https://github.com/quozd/awesome-dotnet#readme)
- [Core](https://github.com/thangchung/awesome-dotnet-core#readme)
- [Roslyn](https://github.com/ironcev/awesome-roslyn#readme) - Open-source compilers and code analysis APIs for C# and VB.NET languages.
- [Amazon Alexa](https://github.com/miguelmota/awesome-amazon-alexa#readme) - Virtual home assistant.
- [DigitalOcean](https://github.com/jonleibowitz/awesome-digitalocean#readme) - Cloud computing platform designed for developers.
- [Flutter](https://github.com/Solido/awesome-flutter#readme) - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
- [Home Assistant](https://github.com/frenck/awesome-home-assistant#readme) - Open source home automation that puts local control and privacy first.
- [IBM Cloud](https://github.com/victorshinya/awesome-ibmcloud#readme) - Cloud platform for developers and companies.
- [Firebase](https://github.com/jthegedus/awesome-firebase#readme) - App development platform built on Google Cloud Platform.
- [Robot Operating System 2.0](https://github.com/fkromer/awesome-ros2#readme) - Set of software libraries and tools that help you build robot apps.
- [Adafruit IO](https://github.com/adafruit/awesome-adafruitio#readme) - Visualize and store data from any device.
- [Cloudflare](https://github.com/irazasyed/awesome-cloudflare#readme) - CDN, DNS, DDoS protection, and security for your site.
- [Actions on Google](https://github.com/ravirupareliya/awesome-actions-on-google#readme) - Developer platform for Google Assistant.
- [ESP](https://github.com/agucova/awesome-esp#readme) - Low-cost microcontrollers with WiFi and broad IoT applications.
- [Deno](https://github.com/denolib/awesome-deno#readme) - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
## Programming Languages
- [JavaScript](https://github.com/sorrycc/awesome-javascript#readme)
- [Promises](https://github.com/wbinnssmith/awesome-promises#readme)
- [Standard Style](https://github.com/standard/awesome-standard#readme) - Style guide and linter.
- [Must Watch Talks](https://github.com/bolshchikov/js-must-watch#readme)
- [Tips](https://github.com/loverajoel/jstips#readme)
- [Network Layer](https://github.com/Kikobeats/awesome-network-js#readme)
- [Micro npm Packages](https://github.com/parro-it/awesome-micro-npm-packages#readme)
- [Mad Science npm Packages](https://github.com/feross/awesome-mad-science#readme) - Impossible sounding projects that exist.
- [Maintenance Modules](https://github.com/maxogden/maintenance-modules#readme) - For npm packages.
- [npm](https://github.com/sindresorhus/awesome-npm#readme) - Package manager.
- [AVA](https://github.com/avajs/awesome-ava#readme) - Test runner.
- [ESLint](https://github.com/dustinspecker/awesome-eslint#readme) - Linter.
- [Functional Programming](https://github.com/stoeffel/awesome-fp-js#readme)
- [Observables](https://github.com/sindresorhus/awesome-observables#readme)
- [npm scripts](https://github.com/RyanZim/awesome-npm-scripts#readme) - Task runner.
- [30 Seconds of Code](https://github.com/30-seconds/30-seconds-of-code#readme) - Code snippets you can understand in 30 seconds.
- [Ponyfills](https://github.com/Richienb/awesome-ponyfills#readme) - Like polyfills but without overriding native APIs.
- [Swift](https://github.com/matteocrippa/awesome-swift#readme) - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.
- [Education](https://github.com/hsavit1/Awesome-Swift-Education#readme)
- [Playgrounds](https://github.com/uraimo/Awesome-Swift-Playgrounds#readme)
- [Python](https://github.com/vinta/awesome-python#readme) - General-purpose programming language designed for readability.
- [Asyncio](https://github.com/timofurrer/awesome-asyncio#readme) - Asynchronous I/O in Python 3.
- [Scientific Audio](https://github.com/faroit/awesome-python-scientific-audio#readme) - Scientific research in audio/music.
- [CircuitPython](https://github.com/adafruit/awesome-circuitpython#readme) - A version of Python for microcontrollers.
- [Data Science](https://github.com/krzjoa/awesome-python-data-science#readme) - Data analysis and machine learning.
- [Typing](https://github.com/typeddjango/awesome-python-typing#readme) - Optional static typing for Python.
- [MicroPython](https://github.com/mcauser/awesome-micropython#readme) - A lean and efficient implementation of Python 3 for microcontrollers.
- [Rust](https://github.com/rust-unofficial/awesome-rust#readme)
- [Haskell](https://github.com/krispo/awesome-haskell#readme)
- [PureScript](https://github.com/passy/awesome-purescript#readme)
- [Go](https://github.com/avelino/awesome-go#readme)
- [Scala](https://github.com/lauris/awesome-scala#readme)
- [Scala Native](https://github.com/tindzk/awesome-scala-native#readme) - Optimizing ahead-of-time compiler for Scala based on LLVM.
- [Ruby](https://github.com/markets/awesome-ruby#readme)
- [Clojure](https://github.com/razum2um/awesome-clojure#readme)
- [ClojureScript](https://github.com/hantuzun/awesome-clojurescript#readme)
- [Elixir](https://github.com/h4cc/awesome-elixir#readme)
- [Elm](https://github.com/sporto/awesome-elm#readme)
- [Erlang](https://github.com/drobakowski/awesome-erlang#readme)
- [Julia](https://github.com/svaksha/Julia.jl#readme) - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
- [Lua](https://github.com/LewisJEllis/awesome-lua#readme)
- [C](https://github.com/aleksandar-todorovic/awesome-c#readme)
- [C/C++](https://github.com/fffaraz/awesome-cpp#readme) - General-purpose language with a bias toward system programming and embedded, resource-constrained software.
- [R](https://github.com/qinwf/awesome-R#readme) - Functional programming language and environment for statistical computing and graphics.
- [Learning](https://github.com/iamericfletcher/awesome-r-learning-resources#readme)
- [D](https://github.com/zhaopuming/awesome-d#readme)
- [Common Lisp](https://github.com/CodyReichert/awesome-cl#readme) - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
- [Learning](https://github.com/GustavBertram/awesome-common-lisp-learning#readme)
- [Perl](https://github.com/hachiojipm/awesome-perl#readme)
- [Groovy](https://github.com/kdabir/awesome-groovy#readme)
- [Dart](https://github.com/yissachar/awesome-dart#readme)
- [Java](https://github.com/akullpp/awesome-java#readme) - Popular secure object-oriented language designed for flexibility to "write once, run anywhere".
- [RxJava](https://github.com/eleventigers/awesome-rxjava#readme)
- [Kotlin](https://github.com/KotlinBy/awesome-kotlin#readme)
- [OCaml](https://github.com/ocaml-community/awesome-ocaml#readme)
- [ColdFusion](https://github.com/seancoyne/awesome-coldfusion#readme)
- [Fortran](https://github.com/rabbiabram/awesome-fortran#readme)
- [PHP](https://github.com/ziadoz/awesome-php#readme) - Server-side scripting language.
- [Composer](https://github.com/jakoch/awesome-composer#readme) - Package manager.
- [Pascal](https://github.com/Fr0sT-Brutal/awesome-pascal#readme)
- [AutoHotkey](https://github.com/ahkscript/awesome-AutoHotkey#readme)
- [AutoIt](https://github.com/J2TeaM/awesome-AutoIt#readme)
- [Crystal](https://github.com/veelenga/awesome-crystal#readme)
- [Frege](https://github.com/sfischer13/awesome-frege#readme) - Haskell for the JVM.
- [CMake](https://github.com/onqtam/awesome-cmake#readme) - Build, test, and package software.
- [ActionScript 3](https://github.com/robinrodricks/awesome-actionscript3#readme) - Object-oriented language targeting Adobe AIR.
- [Eta](https://github.com/sfischer13/awesome-eta#readme) - Functional programming language for the JVM.
- [Idris](https://github.com/joaomilho/awesome-idris#readme) - General purpose pure functional programming language with dependent types influenced by Haskell and ML.
- [Ada/SPARK](https://github.com/ohenley/awesome-ada#readme) - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
- [Q#](https://github.com/ebraminio/awesome-qsharp#readme) - Domain-specific programming language used for expressing quantum algorithms.
- [Imba](https://github.com/koolamusic/awesome-imba#readme) - Programming language inspired by Ruby and Python and compiles to performant JavaScript.
- [Vala](https://github.com/desiderantes/awesome-vala#readme) - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
- [Coq](https://github.com/coq-community/awesome-coq#readme) - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
- [V](https://github.com/vlang/awesome-v#readme) - Simple, fast, safe, compiled language for developing maintainable software.
## Front-End Development
- [ES6 Tools](https://github.com/addyosmani/es6-tools#readme)
- [Web Performance Optimization](https://github.com/davidsonfellipe/awesome-wpo#readme)
- [Web Tools](https://github.com/lvwzhen/tools#readme)
- [CSS](https://github.com/awesome-css-group/awesome-css#readme) - Style sheet language that specifies how HTML elements are displayed on screen.
- [Critical-Path Tools](https://github.com/addyosmani/critical-path-css-tools#readme)
- [Scalability](https://github.com/davidtheclark/scalable-css-reading-list#readme)
- [Must-Watch Talks](https://github.com/AllThingsSmitty/must-watch-css#readme)
- [Protips](https://github.com/AllThingsSmitty/css-protips#readme)
- [Frameworks](https://github.com/troxler/awesome-css-frameworks#readme)
- [React](https://github.com/enaqx/awesome-react#readme) - App framework.
- [Relay](https://github.com/expede/awesome-relay#readme) - Framework for building data-driven React apps.
- [React Hooks](https://github.com/glauberfc/awesome-react-hooks#readme) - A new feature that lets you use state and other React features without writing a class.
- [Web Components](https://github.com/mateusortiz/webcomponents-the-right-way#readme)
- [Polymer](https://github.com/Granze/awesome-polymer#readme) - JavaScript library to develop Web Components.
- [Angular](https://github.com/PatrickJS/awesome-angular#readme) - App framework.
- [Backbone](https://github.com/sadcitizen/awesome-backbone#readme) - App framework.
- [HTML5](https://github.com/diegocard/awesome-html5#readme) - Markup language used for websites & web apps.
- [SVG](https://github.com/willianjusten/awesome-svg#readme) - XML-based vector image format.
- [Canvas](https://github.com/raphamorim/awesome-canvas#readme)
- [KnockoutJS](https://github.com/dnbard/awesome-knockout#readme) - JavaScript library.
- [Dojo Toolkit](https://github.com/petk/awesome-dojo#readme) - JavaScript toolkit.
- [Inspiration](https://github.com/NoahBuscher/Inspire#readme)
- [Ember](https://github.com/ember-community-russia/awesome-ember#readme) - App framework.
- [Android UI](https://github.com/wasabeef/awesome-android-ui#readme)
- [iOS UI](https://github.com/cjwirth/awesome-ios-ui#readme)
- [Meteor](https://github.com/Urigo/awesome-meteor#readme)
- [BEM](https://github.com/sturobson/BEM-resources#readme)
- [Flexbox](https://github.com/afonsopacifer/awesome-flexbox#readme)
- [Web Typography](https://github.com/deanhume/typography#readme)
- [Web Accessibility](https://github.com/brunopulis/awesome-a11y#readme)
- [Material Design](https://github.com/sachin1092/awesome-material#readme)
- [D3](https://github.com/wbkd/awesome-d3#readme) - Library for producing dynamic, interactive data visualizations.
- [Emails](https://github.com/jonathandion/awesome-emails#readme)
- [jQuery](https://github.com/petk/awesome-jquery#readme) - Easy to use JavaScript library for DOM manipulation.
- [Tips](https://github.com/AllThingsSmitty/jquery-tips-everyone-should-know#readme)
- [Web Audio](https://github.com/notthetup/awesome-webaudio#readme)
- [Offline-First](https://github.com/pazguille/offline-first#readme)
- [Static Website Services](https://github.com/agarrharr/awesome-static-website-services#readme)
- [Cycle.js](https://github.com/cyclejs-community/awesome-cyclejs#readme) - Functional and reactive JavaScript framework.
- [Text Editing](https://github.com/dok/awesome-text-editing#readme)
- [Motion UI Design](https://github.com/fliptheweb/motion-ui-design#readme)
- [Vue.js](https://github.com/vuejs/awesome-vue#readme) - App framework.
- [Marionette.js](https://github.com/sadcitizen/awesome-marionette#readme) - App framework.
- [Aurelia](https://github.com/aurelia-contrib/awesome-aurelia#readme) - App framework.
- [Charting](https://github.com/zingchart/awesome-charting#readme)
- [Ionic Framework 2](https://github.com/candelibas/awesome-ionic#readme)
- [Chrome DevTools](https://github.com/ChromeDevTools/awesome-chrome-devtools#readme)
- [PostCSS](https://github.com/jdrgomes/awesome-postcss#readme) - CSS tool.
- [Draft.js](https://github.com/nikgraf/awesome-draft-js#readme) - Rich text editor framework for React.
- [Service Workers](https://github.com/TalAter/awesome-service-workers#readme)
- [Progressive Web Apps](https://github.com/TalAter/awesome-progressive-web-apps#readme)
- [choo](https://github.com/choojs/awesome-choo#readme) - App framework.
- [Redux](https://github.com/brillout/awesome-redux#readme) - State container for JavaScript apps.
- [webpack](https://github.com/webpack-contrib/awesome-webpack#readme) - Module bundler.
- [Browserify](https://github.com/browserify/awesome-browserify#readme) - Module bundler.
- [Sass](https://github.com/Famolus/awesome-sass#readme) - CSS preprocessor.
- [Ant Design](https://github.com/websemantics/awesome-ant-design#readme) - Enterprise-class UI design language.
- [Less](https://github.com/LucasBassetti/awesome-less#readme) - CSS preprocessor.
- [WebGL](https://github.com/sjfricke/awesome-webgl#readme) - JavaScript API for rendering 3D graphics.
- [Preact](https://github.com/preactjs/awesome-preact#readme) - App framework.
- [Progressive Enhancement](https://github.com/jbmoelker/progressive-enhancement-resources#readme)
- [Next.js](https://github.com/unicodeveloper/awesome-nextjs#readme) - Framework for server-rendered React apps.
- [Hyperapp](https://github.com/jorgebucaran/awesome-hyperapp#readme) - Tiny JavaScript library for building web apps.
- [lit-html](https://github.com/web-padawan/awesome-lit-html#readme) - HTML templating library for JavaScript.
- [JAMstack](https://github.com/automata/awesome-jamstack#readme) - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
- [WordPress-Gatsby](https://github.com/henrikwirth/awesome-wordpress-gatsby#readme) - Web development technology stack with WordPress as a back end and Gatsby as a front end.
- [Mobile Web Development](https://github.com/myshov/awesome-mobile-web-development#readme) - Creating a great mobile web experience.
- [Storybook](https://github.com/lauthieb/awesome-storybook#readme) - Development environment for UI components.
- [Blazor](https://github.com/AdrienTorris/awesome-blazor#readme) - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
- [PageSpeed Metrics](https://github.com/palfi-ltd/awesome-pagespeed-metrics#readme) - Metrics to help understand page speed and user experience.
- [Tailwind CSS](https://github.com/aniftyco/awesome-tailwindcss#readme) - Utility-first CSS framework for rapid UI development.
- [Seed](https://github.com/seed-rs/awesome-seed-rs#readme) - Rust framework for creating web apps running in WebAssembly.
- [Web Performance Budget](https://github.com/pajaydev/awesome-web-performance-budget#readme) - Techniques to ensure certain performance metrics for a website.
- [Web Animation](https://github.com/sergey-pimenov/awesome-web-animation#readme) - Animations in the browser with JavaScript, CSS, SVG, etc.
- [Yew](https://github.com/jetli/awesome-yew#readme) - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
- [Material-UI](https://github.com/nadunindunil/awesome-material-ui#readme) - Material Design React components for faster and easier web development.
- [Building Blocks for Web Apps](https://github.com/componently-com/awesome-building-blocks-for-web-apps#readme) - Standalone features to be integrated into web apps.
## Back-End Development
- [Flask](https://github.com/humiaozuzu/awesome-flask#readme) - Python framework.
- [Docker](https://github.com/veggiemonk/awesome-docker#readme)
- [Vagrant](https://github.com/iJackUA/awesome-vagrant#readme) - Automation virtual machine environment.
- [Pyramid](https://github.com/uralbash/awesome-pyramid#readme) - Python framework.
- [Play1 Framework](https://github.com/PerfectCarl/awesome-play1#readme)
- [CakePHP](https://github.com/friendsofcake/awesome-cakephp#readme) - PHP framework.
- [Symfony](https://github.com/sitepoint-editors/awesome-symfony#readme) - PHP framework.
- [Education](https://github.com/pehapkari/awesome-symfony-education#readme)
- [Laravel](https://github.com/chiraggude/awesome-laravel#readme) - PHP framework.
- [Education](https://github.com/fukuball/Awesome-Laravel-Education#readme)
- [Rails](https://github.com/gramantin/awesome-rails#readme) - Web app framework for Ruby.
- [Gems](https://github.com/hothero/awesome-rails-gem#readme) - Packages.
- [Phalcon](https://github.com/phalcon/awesome-phalcon#readme) - PHP framework.
- [Useful `.htaccess` Snippets](https://github.com/phanan/htaccess#readme)
- [nginx](https://github.com/fcambus/nginx-resources#readme) - Web server.
- [Dropwizard](https://github.com/stve/awesome-dropwizard#readme) - Java framework.
- [Kubernetes](https://github.com/ramitsurana/awesome-kubernetes#readme) - Open-source platform that automates Linux container operations.
- [Lumen](https://github.com/unicodeveloper/awesome-lumen#readme) - PHP micro-framework.
- [Serverless Framework](https://github.com/pmuens/awesome-serverless#readme) - Serverless computing and serverless architectures.
- [Apache Wicket](https://github.com/PhantomYdn/awesome-wicket#readme) - Java web app framework.
- [Vert.x](https://github.com/vert-x3/vertx-awesome#readme) - Toolkit for building reactive apps on the JVM.
- [Terraform](https://github.com/shuaibiyy/awesome-terraform#readme) - Tool for building, changing, and versioning infrastructure.
- [Vapor](https://github.com/Cellane/awesome-vapor#readme) - Server-side development in Swift.
- [Dash](https://github.com/ucg8j/awesome-dash#readme) - Python web app framework.
- [FastAPI](https://github.com/mjhea0/awesome-fastapi#readme) - Python web app framework.
## Computer Science
- [University Courses](https://github.com/prakhar1989/awesome-courses#readme)
- [Data Science](https://github.com/academic/awesome-datascience#readme)
- [Tutorials](https://github.com/siboehm/awesome-learn-datascience#readme)
- [Machine Learning](https://github.com/josephmisiti/awesome-machine-learning#readme)
- [Tutorials](https://github.com/ujjwalkarn/Machine-Learning-Tutorials#readme)
- [ML with Ruby](https://github.com/arbox/machine-learning-with-ruby#readme) - Learning, implementing, and applying Machine Learning using Ruby.
- [Core ML Models](https://github.com/likedan/Awesome-CoreML-Models#readme) - Models for Apple's machine learning framework.
- [H2O](https://github.com/h2oai/awesome-h2o#readme) - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
- [Software Engineering for Machine Learning](https://github.com/SE-ML/awesome-seml#readme) - From experiment to production-level machine learning.
- [AI in Finance](https://github.com/georgezouq/awesome-ai-in-finance#readme) - Solving problems in finance with machine learning.
- [Speech and Natural Language Processing](https://github.com/edobashira/speech-language-processing#readme)
- [Spanish](https://github.com/dav009/awesome-spanish-nlp#readme)
- [NLP with Ruby](https://github.com/arbox/nlp-with-ruby#readme)
- [Question Answering](https://github.com/seriousran/awesome-qa#readme) - The science of asking and answering in natural language with a machine.
- [Natural Language Generation](https://github.com/tokenmill/awesome-nlg#readme) - Generation of text used in data to text, conversational agents, and narrative generation applications.
- [Linguistics](https://github.com/theimpossibleastronaut/awesome-linguistics#readme)
- [Cryptography](https://github.com/sobolevn/awesome-cryptography#readme)
- [Papers](https://github.com/pFarb/awesome-crypto-papers#readme) - Theory basics for using cryptography by non-cryptographers.
- [Computer Vision](https://github.com/jbhuang0604/awesome-computer-vision#readme)
- [Deep Learning](https://github.com/ChristosChristofidis/awesome-deep-learning#readme) - Neural networks.
- [TensorFlow](https://github.com/jtoy/awesome-tensorflow#readme) - Library for machine intelligence.
- [TensorFlow.js](https://github.com/aaronhma/awesome-tensorflow-js#readme) - WebGL-accelerated machine learning JavaScript library for training and deploying models.
- [Papers](https://github.com/terryum/awesome-deep-learning-papers#readme) - The most cited deep learning papers.
- [Education](https://github.com/guillaume-chevalier/awesome-deep-learning-resources#readme)
- [Deep Vision](https://github.com/kjw0612/awesome-deep-vision#readme)
- [Open Source Society University](https://github.com/ossu/computer-science#readme)
- [Functional Programming](https://github.com/lucasviola/awesome-functional-programming#readme)
- [Empirical Software Engineering](https://github.com/dspinellis/awesome-msr#readme) - Evidence-based research on software systems.
- [Static Analysis & Code Quality](https://github.com/analysis-tools-dev/static-analysis#readme)
- [Information Retrieval](https://github.com/harpribot/awesome-information-retrieval#readme) - Learn to develop your own search engine.
- [Quantum Computing](https://github.com/desireevl/awesome-quantum-computing#readme) - Computing which utilizes quantum mechanics and qubits on quantum computers.
## Big Data
- [Big Data](https://github.com/onurakpolat/awesome-bigdata#readme)
- [Public Datasets](https://github.com/awesomedata/awesome-public-datasets#readme)
- [Hadoop](https://github.com/youngwookim/awesome-hadoop#readme) - Framework for distributed storage and processing of very large data sets.
- [Data Engineering](https://github.com/igorbarinov/awesome-data-engineering#readme)
- [Streaming](https://github.com/manuzhang/awesome-streaming#readme)
- [Apache Spark](https://github.com/awesome-spark/awesome-spark#readme) - Unified engine for large-scale data processing.
- [Qlik](https://github.com/ambster-public/awesome-qlik#readme) - Business intelligence platform for data visualization, analytics, and reporting apps.
- [Splunk](https://github.com/sduff/awesome-splunk#readme) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.
## Theory
- [Papers We Love](https://github.com/papers-we-love/papers-we-love#readme)
- [Talks](https://github.com/JanVanRyswyck/awesome-talks#readme)
- [Algorithms](https://github.com/tayllan/awesome-algorithms#readme)
- [Education](https://github.com/gaerae/awesome-algorithms-education#readme) - Learning and practicing.
- [Algorithm Visualizations](https://github.com/enjalot/algovis#readme)
- [Artificial Intelligence](https://github.com/owainlewis/awesome-artificial-intelligence#readme)
- [Search Engine Optimization](https://github.com/marcobiedermann/search-engine-optimization#readme)
- [Competitive Programming](https://github.com/lnishan/awesome-competitive-programming#readme)
- [Math](https://github.com/rossant/awesome-math#readme)
- [Recursion Schemes](https://github.com/passy/awesome-recursion-schemes#readme) - Traversing nested data structures.
## Books
- [Free Programming Books](https://github.com/EbookFoundation/free-programming-books#readme)
- [Free Software Testing Books](https://github.com/ligurio/awesome-software-quality#readme)
- [Go Books](https://github.com/dariubs/GoBooks#readme)
- [R Books](https://github.com/RomanTsegelskyi/rbooks#readme)
- [Mind Expanding Books](https://github.com/hackerkid/Mind-Expanding-Books#readme)
- [Book Authoring](https://github.com/TalAter/awesome-book-authoring#readme)
- [Elixir Books](https://github.com/sger/ElixirBooks#readme)
## Editors
- [Sublime Text](https://github.com/dreikanter/sublime-bookmarks#readme)
- [Vim](https://github.com/mhinz/vim-galore#readme)
- [Emacs](https://github.com/emacs-tw/awesome-emacs#readme)
- [Atom](https://github.com/mehcode/awesome-atom#readme) - Open-source and hackable text editor.
- [Visual Studio Code](https://github.com/viatsko/awesome-vscode#readme) - Cross-platform open-source text editor.
## Gaming
- [Game Development](https://github.com/ellisonleao/magictools#readme)
- [Game Talks](https://github.com/hzoo/awesome-gametalks#readme)
- [Godot](https://github.com/Calinou/awesome-godot#readme) - Game engine.
- [Open Source Games](https://github.com/leereilly/games#readme)
- [Unity](https://github.com/RyanNielson/awesome-unity#readme) - Game engine.
- [Chess](https://github.com/hkirat/awesome-chess#readme)
- [LÖVE](https://github.com/love2d-community/awesome-love2d#readme) - Game engine.
- [PICO-8](https://github.com/pico-8/awesome-PICO-8#readme) - Fantasy console.
- [Game Boy Development](https://github.com/gbdev/awesome-gbdev#readme)
- [Construct 2](https://github.com/WebCreationClub/awesome-construct#readme) - Game engine.
- [Gideros](https://github.com/stetso/awesome-gideros#readme) - Game engine.
- [Minecraft](https://github.com/bs-community/awesome-minecraft#readme) - Sandbox video game.
- [Game Datasets](https://github.com/leomaurodesenv/game-datasets#readme) - Materials and datasets for Artificial Intelligence in games.
- [Haxe Game Development](https://github.com/Dvergar/awesome-haxe-gamedev#readme) - A high-level strongly typed programming language used to produce cross-platform native code.
- [libGDX](https://github.com/rafaskb/awesome-libgdx#readme) - Java game framework.
- [PlayCanvas](https://github.com/playcanvas/awesome-playcanvas#readme) - Game engine.
- [Game Remakes](https://github.com/radek-sprta/awesome-game-remakes#readme) - Actively maintained open-source game remakes.
- [Flame](https://github.com/flame-engine/awesome-flame#readme) - Game engine for Flutter.
- [Discord Communities](https://github.com/mhxion/awesome-discord-communities#readme) - Chat with friends and communities.
- [CHIP-8](https://github.com/tobiasvl/awesome-chip-8#readme) - Virtual computer game machine from the 70s.
## Development Environment
- [Quick Look Plugins](https://github.com/sindresorhus/quick-look-plugins#readme) - For macOS.
- [Dev Env](https://github.com/jondot/awesome-devenv#readme)
- [Dotfiles](https://github.com/webpro/awesome-dotfiles#readme)
- [Shell](https://github.com/alebcay/awesome-shell#readme)
- [Fish](https://github.com/jorgebucaran/awesome-fish#readme) - User-friendly shell.
- [Command-Line Apps](https://github.com/agarrharr/awesome-cli-apps#readme)
- [ZSH Plugins](https://github.com/unixorn/awesome-zsh-plugins#readme)
- [GitHub](https://github.com/phillipadsmith/awesome-github#readme) - Hosting service for Git repositories.
- [Browser Extensions](https://github.com/stefanbuck/awesome-browser-extensions-for-github#readme)
- [Cheat Sheet](https://github.com/tiimgreen/github-cheat-sheet#readme)
- [Pinned Gists](https://github.com/matchai/awesome-pinned-gists#readme) - Dynamic pinned gists for your GitHub profile.
- [Git Cheat Sheet & Git Flow](https://github.com/arslanbilal/git-cheat-sheet#readme)
- [Git Tips](https://github.com/git-tips/tips#readme)
- [Git Add-ons](https://github.com/stevemao/awesome-git-addons#readme) - Enhance the `git` CLI.
- [Git Hooks](https://github.com/compscilauren/awesome-git-hooks#readme) - Scripts for automating tasks during `git` workflows.
- [SSH](https://github.com/moul/awesome-ssh#readme)
- [FOSS for Developers](https://github.com/tvvocold/FOSS-for-Dev#readme)
- [Hyper](https://github.com/bnb/awesome-hyper#readme) - Cross-platform terminal app built on web technologies.
- [PowerShell](https://github.com/janikvonrotz/awesome-powershell#readme) - Cross-platform object-oriented shell.
- [Alfred Workflows](https://github.com/derimagia/awesome-alfred-workflows#readme) - Productivity app for macOS.
- [Terminals Are Sexy](https://github.com/k4m4/terminals-are-sexy#readme)
- [GitHub Actions](https://github.com/sdras/awesome-actions#readme) - Create tasks to automate your workflow and share them with others on GitHub.
## Entertainment
- [Science Fiction](https://github.com/sindresorhus/awesome-scifi#readme) - Scifi.
- [Fantasy](https://github.com/RichardLitt/awesome-fantasy#readme)
- [Podcasts](https://github.com/ayr-ton/awesome-geek-podcasts#readme)
- [Email Newsletters](https://github.com/zudochkin/awesome-newsletters#readme)
- [IT Quotes](https://github.com/victorlaerte/awesome-it-quotes#readme)
## Databases
- [Database](https://github.com/numetriclabz/awesome-db#readme)
- [MySQL](https://github.com/shlomi-noach/awesome-mysql#readme)
- [SQLAlchemy](https://github.com/dahlia/awesome-sqlalchemy#readme)
- [InfluxDB](https://github.com/mark-rushakoff/awesome-influxdb#readme)
- [Neo4j](https://github.com/neueda/awesome-neo4j#readme)
- [MongoDB](https://github.com/ramnes/awesome-mongodb#readme) - NoSQL database.
- [RethinkDB](https://github.com/d3viant0ne/awesome-rethinkdb#readme)
- [TinkerPop](https://github.com/mohataher/awesome-tinkerpop#readme) - Graph computing framework.
- [PostgreSQL](https://github.com/dhamaniasad/awesome-postgres#readme) - Object-relational database.
- [CouchDB](https://github.com/quangv/awesome-couchdb#readme) - Document-oriented NoSQL database.
- [HBase](https://github.com/rayokota/awesome-hbase#readme) - Distributed, scalable, big data store.
- [NoSQL Guides](https://github.com/erictleung/awesome-nosql-guides#readme) - Help on using non-relational, distributed, open-source, and horizontally scalable databases.
- [Contexture](https://github.com/ltchris/awesome-contexture#readme) - Abstracts queries/filters and results/aggregations from different backing data stores like ElasticSearch and MongoDB.
- [Database Tools](https://github.com/mgramin/awesome-db-tools#readme) - Everything that makes working with databases easier.
## Media
- [Creative Commons Media](https://github.com/shime/creative-commons-media#readme)
- [Fonts](https://github.com/brabadu/awesome-fonts#readme)
- [Codeface](https://github.com/chrissimpkins/codeface#readme) - Text editor fonts.
- [Stock Resources](https://github.com/neutraltone/awesome-stock-resources#readme)
- [GIF](https://github.com/davisonio/awesome-gif#readme) - Image format known for animated images.
- [Music](https://github.com/ciconia/awesome-music#readme)
- [Open Source Documents](https://github.com/hubtee/awesome-opensource-documents#readme)
- [Audio Visualization](https://github.com/willianjusten/awesome-audio-visualization#readme)
- [Broadcasting](https://github.com/ebu/awesome-broadcasting#readme)
- [Pixel Art](https://github.com/Siilwyn/awesome-pixel-art#readme) - Pixel-level digital art.
- [FFmpeg](https://github.com/transitive-bullshit/awesome-ffmpeg#readme) - Cross-platform solution to record, convert and stream audio and video.
- [Icons](https://github.com/notlmn/awesome-icons#readme) - Downloadable SVG/PNG/font icon projects.
- [Audiovisual](https://github.com/stingalleman/awesome-audiovisual#readme) - Lighting, audio and video in professional environments.
## Learn
- [CLI Workshoppers](https://github.com/therebelrobot/awesome-workshopper#readme) - Interactive tutorials.
- [Learn to Program](https://github.com/karlhorky/learn-to-program#readme)
- [Speaking](https://github.com/matteofigus/awesome-speaking#readme)
- [Tech Videos](https://github.com/lucasviola/awesome-tech-videos#readme)
- [Dive into Machine Learning](https://github.com/hangtwenty/dive-into-machine-learning#readme)
- [Computer History](https://github.com/watson/awesome-computer-history#readme)
- [Programming for Kids](https://github.com/HollyAdele/awesome-programming-for-kids#readme)
- [Educational Games](https://github.com/yrgo/awesome-educational-games#readme) - Learn while playing.
- [JavaScript Learning](https://github.com/micromata/awesome-javascript-learning#readme)
- [CSS Learning](https://github.com/micromata/awesome-css-learning#readme) - Mainly about CSS – the language and the modules.
- [Product Management](https://github.com/dend/awesome-product-management#readme) - Learn how to be a better product manager.
- [Roadmaps](https://github.com/liuchong/awesome-roadmaps#readme) - Gives you a clear route to improve your knowledge and skills.
## Security
- [Application Security](https://github.com/paragonie/awesome-appsec#readme)
- [Security](https://github.com/sbilly/awesome-security#readme)
- [CTF](https://github.com/apsdehal/awesome-ctf#readme) - Capture The Flag.
- [Malware Analysis](https://github.com/rshipp/awesome-malware-analysis#readme)
- [Android Security](https://github.com/ashishb/android-security-awesome#readme)
- [Hacking](https://github.com/carpedm20/awesome-hacking#readme)
- [Honeypots](https://github.com/paralax/awesome-honeypots#readme) - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
- [Incident Response](https://github.com/meirwah/awesome-incident-response#readme)
- [Vehicle Security and Car Hacking](https://github.com/jaredthecoder/awesome-vehicle-security#readme)
- [Web Security](https://github.com/qazbnm456/awesome-web-security#readme) - Security of web apps & services.
- [Lockpicking](https://github.com/meitar/awesome-lockpicking#readme) - The art of unlocking a lock by manipulating its components without the key.
- [Cybersecurity Blue Team](https://github.com/meitar/awesome-cybersecurity-blueteam#readme) - Groups of individuals who identify security flaws in information technology systems.
- [Fuzzing](https://github.com/cpuu/awesome-fuzzing#readme) - Automated software testing technique that involves feeding pseudo-randomly generated input data.
- [Embedded and IoT Security](https://github.com/fkie-cad/awesome-embedded-and-iot-security#readme)
- [GDPR](https://github.com/bakke92/awesome-gdpr#readme) - Regulation on data protection and privacy for all individuals within EU.
- [DevSecOps](https://github.com/TaptuIT/awesome-devsecops#readme) - Integration of security practices into [DevOps](https://en.wikipedia.org/wiki/DevOps).
## Content Management Systems
- [Umbraco](https://github.com/umbraco-community/awesome-umbraco#readme)
- [Refinery CMS](https://github.com/refinerycms-contrib/awesome-refinerycms#readme) - Ruby on Rails CMS.
- [Wagtail](https://github.com/springload/awesome-wagtail#readme) - Django CMS focused on flexibility and user experience.
- [Textpattern](https://github.com/drmonkeyninja/awesome-textpattern#readme) - Lightweight PHP-based CMS.
- [Drupal](https://github.com/nirgn975/awesome-drupal#readme) - Extensible PHP-based CMS.
- [Craft CMS](https://github.com/craftcms/awesome#readme) - Content-first CMS.
- [Sitecore](https://github.com/MartinMiles/Awesome-Sitecore#readme) - .NET digital marketing platform that combines CMS with tools for managing multiple websites.
## Hardware
- [Robotics](https://github.com/Kiloreux/awesome-robotics#readme)
- [Internet of Things](https://github.com/HQarroum/awesome-iot#readme)
- [Electronics](https://github.com/kitspace/awesome-electronics#readme) - For electronic engineers and hobbyists.
- [Bluetooth Beacons](https://github.com/rabschi/awesome-beacon#readme)
- [Electric Guitar Specifications](https://github.com/gitfrage/guitarspecs#readme) - Checklist for building your own electric guitar.
- [Plotters](https://github.com/beardicus/awesome-plotters#readme) - Computer-controlled drawing machines and other visual art robots.
## Business
- [Open Companies](https://github.com/opencompany/awesome-open-company#readme)
- [Places to Post Your Startup](https://github.com/mmccaff/PlacesToPostYourStartup#readme)
- [OKR Methodology](https://github.com/domenicosolazzo/awesome-okr#readme) - Goal setting & communication best practices.
- [Leading and Managing](https://github.com/LappleApple/awesome-leading-and-managing#readme) - Leading people and being a manager in a technology company/environment.
- [Indie](https://github.com/mezod/awesome-indie#readme) - Independent developer businesses.
- [Tools of the Trade](https://github.com/cjbarber/ToolsOfTheTrade#readme) - Tools used by companies on Hacker News.
- [Clean Tech](https://github.com/nglgzz/awesome-clean-tech#readme) - Fighting climate change with technology.
- [Wardley Maps](https://github.com/wardley-maps-community/awesome-wardley-maps#readme) - Provides high situational awareness to help improve strategic planning and decision making.
- [Social Enterprise](https://github.com/RayBB/awesome-social-enterprise#readme) - Building an organization primarily focused on social impact that is at least partially self-funded.
- [Engineering Team Management](https://github.com/kdeldycke/awesome-engineering-team-management#readme) - How to transition from software development to engineering management.
## Work
- [Slack](https://github.com/matiassingers/awesome-slack#readme) - Team collaboration.
- [Communities](https://github.com/filipelinhares/awesome-slack#readme)
- [Remote Jobs](https://github.com/lukasz-madon/awesome-remote-job#readme)
- [Productivity](https://github.com/jyguyomarch/awesome-productivity#readme)
- [Niche Job Boards](https://github.com/tramcar/awesome-job-boards#readme)
- [Programming Interviews](https://github.com/MaximAbramchuck/awesome-interview-questions#readme)
- [Code Review](https://github.com/joho/awesome-code-review#readme) - Reviewing code.
## Networking
- [Software-Defined Networking](https://github.com/sdnds-tw/awesome-sdn#readme)
- [Network Analysis](https://github.com/briatte/awesome-network-analysis#readme)
- [PCAPTools](https://github.com/caesar0301/awesome-pcaptools#readme)
- [Real-Time Communications](https://github.com/rtckit/awesome-rtc#readme) - Network protocols for near simultaneous exchange of media and data.
## Decentralized Systems
- [Bitcoin](https://github.com/igorbarinov/awesome-bitcoin#readme) - Bitcoin services and tools for software developers.
- [Ripple](https://github.com/vhpoet/awesome-ripple#readme) - Open source distributed settlement network.
- [Non-Financial Blockchain](https://github.com/machinomy/awesome-non-financial-blockchain#readme) - Non-financial blockchain applications.
- [Mastodon](https://github.com/tleb/awesome-mastodon#readme) - Open source decentralized microblogging network.
- [Ethereum](https://github.com/ttumiel/Awesome-Ethereum#readme) - Distributed computing platform for smart contract development.
- [Blockchain AI](https://github.com/steven2358/awesome-blockchain-ai#readme) - Blockchain projects for artificial intelligence and machine learning.
- [EOSIO](https://github.com/DanailMinchev/awesome-eosio#readme) - A decentralized operating system supporting industrial-scale apps.
- [Corda](https://github.com/chainstack/awesome-corda#readme) - Open source blockchain platform designed for business.
- [Waves](https://github.com/msmolyakov/awesome-waves#readme) - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
## Higher Education
- [Computational Neuroscience](https://github.com/eselkin/awesome-computational-neuroscience#readme) - A multidisciplinary science which uses computational approaches to study the nervous system.
- [Digital History](https://github.com/maehr/awesome-digital-history#readme) - Computer-aided scientific investigation of history.
- [Scientific Writing](https://github.com/writing-resources/awesome-scientific-writing#readme) - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.
- [Sustainable Technology](https://github.com/protontypes/awesome-sustainable-technology#readme) - Open technology sustaining stable climate, energy supply, and vital natural resources.
## Events
- [Creative Tech Events](https://github.com/danvoyce/awesome-creative-tech-events#readme) - Events around the globe for creative coding, tech, design, music, arts and cool stuff.
- [Events in Italy](https://github.com/ildoc/awesome-italy-events#readme) - Tech-related events in Italy.
- [Events in the Netherlands](https://github.com/awkward/awesome-netherlands-events#readme) - Tech-related events in the Netherlands.
## Testing
- [Testing](https://github.com/TheJambo/awesome-testing#readme) - Software testing.
- [Visual Regression Testing](https://github.com/mojoaxel/awesome-regression-testing#readme) - Ensures changes did not break the functionality or style.
- [Selenium](https://github.com/christian-bromann/awesome-selenium#readme) - Open-source browser automation framework and ecosystem.
- [Appium](https://github.com/SrinivasanTarget/awesome-appium#readme) - Test automation tool for apps.
- [TAP](https://github.com/sindresorhus/awesome-tap#readme) - Test Anything Protocol.
- [JMeter](https://github.com/aliesbelik/awesome-jmeter#readme) - Load testing and performance measurement tool.
- [k6](https://github.com/k6io/awesome-k6#readme) - Open-source, developer-centric performance monitoring and load testing solution.
- [Playwright](https://github.com/mxschmitt/awesome-playwright#readme) - Node.js library to automate Chromium, Firefox and WebKit with a single API.
## Miscellaneous
- [JSON](https://github.com/burningtree/awesome-json#readme) - Text based data interchange format.
- [GeoJSON](https://github.com/tmcw/awesome-geojson#readme)
- [Datasets](https://github.com/jdorfman/awesome-json-datasets#readme)
- [CSV](https://github.com/secretGeek/awesomeCSV#readme) - A text file format that stores tabular data and uses a comma to separate values.
- [Discounts for Student Developers](https://github.com/AchoArnold/discount-for-student-dev#readme)
- [Sysadmin](https://github.com/n1trux/awesome-sysadmin#readme)
- [Radio](https://github.com/kyleterry/awesome-radio#readme)
- [Awesome](https://github.com/sindresorhus/awesome#readme) - Recursion illustrated.
- [Analytics](https://github.com/onurakpolat/awesome-analytics#readme)
- [REST](https://github.com/marmelab/awesome-rest#readme)
- [Continuous Integration and Continuous Delivery](https://github.com/cicdops/awesome-ciandcd#readme)
- [Services Engineering](https://github.com/mmcgrana/services-engineering#readme)
- [Free for Developers](https://github.com/ripienaar/free-for-dev#readme)
- [Answers](https://github.com/cyberglot/awesome-answers#readme) - Stack Overflow, Quora, etc.
- [Sketch](https://github.com/diessica/awesome-sketch#readme) - Design app for macOS.
- [Boilerplate Projects](https://github.com/melvin0008/awesome-projects-boilerplates#readme)
- [Readme](https://github.com/matiassingers/awesome-readme#readme)
- [Design and Development Guides](https://github.com/NARKOZ/guides#readme)
- [Software Engineering Blogs](https://github.com/kilimchoi/engineering-blogs#readme)
- [Self Hosted](https://github.com/awesome-selfhosted/awesome-selfhosted#readme)
- [FOSS Production Apps](https://github.com/DataDaoDe/awesome-foss-apps#readme)
- [Gulp](https://github.com/alferov/awesome-gulp#readme) - Task runner.
- [AMA](https://github.com/sindresorhus/amas#readme) - Ask Me Anything.
- [Answers](https://github.com/stoeffel/awesome-ama-answers#readme)
- [Open Source Photography](https://github.com/ibaaj/awesome-OpenSourcePhotography#readme)
- [OpenGL](https://github.com/eug/awesome-opengl#readme) - Cross-platform API for rendering 2D and 3D graphics.
- [GraphQL](https://github.com/chentsulin/awesome-graphql#readme)
- [Transit](https://github.com/CUTR-at-USF/awesome-transit#readme)
- [Research Tools](https://github.com/emptymalei/awesome-research#readme)
- [Data Visualization](https://github.com/fasouto/awesome-dataviz#readme)
- [Social Media Share Links](https://github.com/vinkla/shareable-links#readme)
- [Microservices](https://github.com/mfornos/awesome-microservices#readme)
- [Unicode](https://github.com/Wisdom/Awesome-Unicode#readme) - Unicode standards, quirks, packages and resources.
- [Code Points](https://github.com/Codepoints/awesome-codepoints#readme)
- [Beginner-Friendly Projects](https://github.com/MunGell/awesome-for-beginners#readme)
- [Katas](https://github.com/gamontal/awesome-katas#readme)
- [Tools for Activism](https://github.com/drewrwilson/toolsforactivism#readme)
- [Citizen Science](https://github.com/dylanrees/citizen-science#readme) - For community-based and non-institutional scientists.
- [MQTT](https://github.com/hobbyquaker/awesome-mqtt#readme) - "Internet of Things" connectivity protocol.
- [Hacking Spots](https://github.com/daviddias/awesome-hacking-locations#readme)
- [For Girls](https://github.com/cristianoliveira/awesome4girls#readme)
- [Vorpal](https://github.com/vorpaljs/awesome-vorpal#readme) - Node.js CLI framework.
- [Vulkan](https://github.com/vinjn/awesome-vulkan#readme) - Low-overhead, cross-platform 3D graphics and compute API.
- [LaTeX](https://github.com/egeerardyn/awesome-LaTeX#readme) - Typesetting language.
- [Economics](https://github.com/antontarasenko/awesome-economics#readme) - An economist's starter kit.
- [Funny Markov Chains](https://github.com/sublimino/awesome-funny-markov#readme)
- [Bioinformatics](https://github.com/danielecook/Awesome-Bioinformatics#readme)
- [Cheminformatics](https://github.com/hsiaoyi0504/awesome-cheminformatics#readme) - Informatics techniques applied to problems in chemistry.
- [Colorful](https://github.com/Siddharth11/Colorful#readme) - Choose your next color scheme.
- [Steam](https://github.com/scholtzm/awesome-steam#readme) - Digital distribution platform.
- [Bots](https://github.com/hackerkid/bots#readme) - Building bots.
- [Site Reliability Engineering](https://github.com/dastergon/awesome-sre#readme)
- [Empathy in Engineering](https://github.com/KimberlyMunoz/empathy-in-engineering#readme) - Building and promoting more compassionate engineering cultures.
- [DTrace](https://github.com/xen0l/awesome-dtrace#readme) - Dynamic tracing framework.
- [Userscripts](https://github.com/brunocvcunha/awesome-userscripts#readme) - Enhance your browsing experience.
- [Pokémon](https://github.com/tobiasbueschel/awesome-pokemon#readme) - Pokémon and Pokémon GO.
- [ChatOps](https://github.com/exAspArk/awesome-chatops#readme) - Managing technical and business operations through a chat.
- [Falsehood](https://github.com/kdeldycke/awesome-falsehood#readme) - Falsehoods programmers believe in.
- [Domain-Driven Design](https://github.com/heynickc/awesome-ddd#readme) - Software development approach for complex needs by connecting the implementation to an evolving model.
- [Quantified Self](https://github.com/woop/awesome-quantified-self#readme) - Self-tracking through technology.
- [SaltStack](https://github.com/hbokh/awesome-saltstack#readme) - Python-based config management system.
- [Web Design](https://github.com/nicolesaidy/awesome-web-design#readme) - For digital designers.
- [Creative Coding](https://github.com/terkelg/awesome-creative-coding#readme) - Programming something expressive instead of something functional.
- [No-Login Web Apps](https://github.com/aviaryan/awesome-no-login-web-apps#readme) - Web apps that work without login.
- [Free Software](https://github.com/johnjago/awesome-free-software#readme) - Free as in freedom.
- [Framer](https://github.com/podo/awesome-framer#readme) - Prototyping interactive UI designs.
- [Markdown](https://github.com/BubuAnabelas/awesome-markdown#readme) - Markup language.
- [Dev Fun](https://github.com/mislavcimpersak/awesome-dev-fun#readme) - Funny developer projects.
- [Healthcare](https://github.com/kakoni/awesome-healthcare#readme) - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.
- [Magento 2](https://github.com/DavidLambauer/awesome-magento2#readme) - Open Source eCommerce built with PHP.
- [TikZ](https://github.com/xiaohanyu/awesome-tikz#readme) - Graph drawing packages for TeX/LaTeX/ConTeXt.
- [Neuroscience](https://github.com/analyticalmonk/awesome-neuroscience#readme) - Study of the nervous system and brain.
- [Ad-Free](https://github.com/johnjago/awesome-ad-free#readme) - Ad-free alternatives.
- [Esolangs](https://github.com/angrykoala/awesome-esolangs#readme) - Programming languages designed for experimentation or as jokes rather than actual use.
- [Prometheus](https://github.com/roaldnefs/awesome-prometheus#readme) - Open-source monitoring system.
- [Homematic](https://github.com/homematic-community/awesome-homematic#readme) - Smart home devices.
- [Ledger](https://github.com/sfischer13/awesome-ledger#readme) - Double-entry accounting on the command-line.
- [Uncopyright](https://github.com/johnjago/awesome-uncopyright#readme) - Public domain works.
- [Crypto Currency Tools & Algorithms](https://github.com/Zheaoli/awesome-coins#readme) - Digital currency where encryption is used to regulate the generation of units and verify transfers.
- [Diversity](https://github.com/folkswhocode/awesome-diversity#readme) - Creating a more inclusive and diverse tech community.
- [Open Source Supporters](https://github.com/zachflower/awesome-open-source-supporters#readme) - Companies that offer their tools and services for free to open source projects.
- [Design Principles](https://github.com/robinstickel/awesome-design-principles#readme) - Create better and more consistent designs and experiences.
- [Theravada](https://github.com/johnjago/awesome-theravada#readme) - Teachings from the Theravada Buddhist tradition.
- [inspectIT](https://github.com/inspectit-labs/awesome-inspectit#readme) - Open source Java app performance management tool.
- [Open Source Maintainers](https://github.com/nayafia/awesome-maintainers#readme) - The experience of being an open source maintainer.
- [Calculators](https://github.com/xxczaki/awesome-calculators#readme) - Calculators for every platform.
- [Captcha](https://github.com/ZYSzys/awesome-captcha#readme) - A type of challenge–response test used in computing to determine whether or not the user is human.
- [Jupyter](https://github.com/markusschanta/awesome-jupyter#readme) - Create and share documents that contain code, equations, visualizations and narrative text.
- [FIRST Robotics Competition](https://github.com/andrewda/awesome-frc#readme) - International high school robotics championship.
- [Humane Technology](https://github.com/humanetech-community/awesome-humane-tech#readme) - Open source projects that help improve society.
- [Speakers](https://github.com/karlhorky/awesome-speakers#readme) - Conference and meetup speakers in the programming and design community.
- [Board Games](https://github.com/edm00se/awesome-board-games#readme) - Table-top gaming fun for all.
- [Software Patreons](https://github.com/uraimo/awesome-software-patreons#readme) - Fund individual programmers or the development of open source projects.
- [Parasite](https://github.com/ecohealthalliance/awesome-parasite#readme) - Parasites and host-pathogen interactions.
- [Food](https://github.com/jzarca01/awesome-food#readme) - Food-related projects on GitHub.
- [Mental Health](https://github.com/dreamingechoes/awesome-mental-health#readme) - Mental health awareness and self-care in the software industry.
- [Bitcoin Payment Processors](https://github.com/alexk111/awesome-bitcoin-payment-processors#readme) - Start accepting Bitcoin.
- [Scientific Computing](https://github.com/nschloe/awesome-scientific-computing#readme) - Solving complex scientific problems using computers.
- [Amazon Sellers](https://github.com/ScaleLeap/awesome-amazon-seller#readme)
- [Agriculture](https://github.com/beaorn/awesome-agriculture#readme) - Open source technology for farming and gardening.
- [Product Design](https://github.com/teoga/awesome-product-design#readme) - Design a product from the initial concept to production.
- [Prisma](https://github.com/catalinmiron/awesome-prisma#readme) - Turn your database into a GraphQL API.
- [Software Architecture](https://github.com/simskij/awesome-software-architecture#readme) - The discipline of designing and building software.
- [Connectivity Data and Reports](https://github.com/stevesong/awesome-connectivity-info#readme) - Better understand who has access to telecommunication and internet infrastructure and on what terms.
- [Stacks](https://github.com/stackshareio/awesome-stacks#readme) - Tech stacks for building different apps and features.
- [Cytodata](https://github.com/cytodata/awesome-cytodata#readme) - Image-based profiling of biological phenotypes for computational biologists.
- [IRC](https://github.com/davisonio/awesome-irc#readme) - Open source messaging protocol.
- [Advertising](https://github.com/cenoura/awesome-ads#readme) - Advertising and programmatic media for websites.
- [Earth](https://github.com/philsturgeon/awesome-earth#readme) - Find ways to resolve the climate crisis.
- [Naming](https://github.com/gruhn/awesome-naming#readme) - Naming things in computer science done right.
- [Biomedical Information Extraction](https://github.com/caufieldjh/awesome-bioie#readme) - How to extract information from unstructured biomedical data and text.
- [Web Archiving](https://github.com/iipc/awesome-web-archiving#readme) - An effort to preserve the Web for future generations.
- [WP-CLI](https://github.com/schlessera/awesome-wp-cli#readme) - Command-line interface for WordPress.
- [Credit Modeling](https://github.com/mourarthur/awesome-credit-modeling#readme) - Methods for classifying credit applicants into risk classes.
- [Ansible](https://github.com/KeyboardInterrupt/awesome-ansible#readme) - A Python-based, open source IT configuration management and automation platform.
## Related
- [All Awesome Lists](https://github.com/topics/awesome) - All the Awesome lists on GitHub.
- [Awesome Indexed](https://awesome-indexed.mathew-davies.co.uk) - Search the Awesome dataset.
- [Awesome Search](https://awesomelists.top) - Quick search for Awesome lists.
- [StumbleUponAwesome](https://github.com/basharovV/StumbleUponAwesome) - Discover random pages from the Awesome dataset using a browser extension.
- [Awesome CLI](https://github.com/umutphp/awesome-cli) - A simple command-line tool to dive into Awesome lists.
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