[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-239":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":10,"languages":10,"totalLinesOfCode":10,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":16,"stars7d":17,"stars30d":18,"stars90d":15,"forks30d":15,"starsTrendScore":19,"compositeScore":20,"rankGlobal":10,"rankLanguage":10,"license":21,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":22,"hasPages":24,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":30,"readmeContent":31,"aiSummary":32,"trendingCount":15,"starSnapshotCount":15,"syncStatus":33,"lastSyncTime":34,"discoverSource":35},239,"awesome","sindresorhus\u002Fawesome","sindresorhus","😎 Awesome lists about all kinds of interesting topics","",null,473432,35333,8204,17,0,285,1992,6518,1401,120,"Creative Commons Zero v1.0 Universal",false,"main",true,[5,26,27,28,29],"awesome-list","lists","resources","unicorns","2026-06-07 04:00:14","\u003Cdiv align=\"center\">\n\t\u003Cimg width=\"500\" height=\"350\" src=\"media\u002Flogo.svg\" alt=\"Awesome\">\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cdiv>\n\t\t\u003Csub>Check out my macOS app\u003C\u002Fsub>\n\t\t\u003Cbr>\n\t\t\u003Ch2>\n\t\t\t\u003Ca href=\"https:\u002F\u002Fsindresorhus.com\u002Fsupercharge\">Supercharge\u003C\u002Fa>\n\t\t\t\u003Cbr>\n\t\t\t\u003Csup>Elevate your Mac experience\u003C\u002Fsup>\n\t\t\u003C\u002Fh2>\n\t\u003C\u002Fdiv>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Chr>\n\t\u003Cp>\n\t\t\u003Csup>\n\t\t\t\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fsindresorhus\">My open source work is supported by the community\u003C\u002Fa>\n\t\t\u003C\u002Fsup>\n\t\u003C\u002Fp>\n\t\u003Cp>\n\t\t\u003Csup>Special thanks to:\u003C\u002Fsup>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\t\u003Ca href=\"https:\u002F\u002Fdepot.dev?utm_source=github&utm_medium=sindresorhus\">\n\t\t\t\u003Cdiv>\n\t\t\t\t\u003Cpicture>\n\t\t\t\t\t\u003Csource width=\"180\" media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fsindresorhus.com\u002Fassets\u002Fthanks\u002Fdepot-logo-dark.svg\">\n\t\t\t\t\t\u003Csource width=\"180\" media=\"(prefers-color-scheme: light)\" srcset=\"https:\u002F\u002Fsindresorhus.com\u002Fassets\u002Fthanks\u002Fdepot-logo-light.svg\">\n\t\t\t\t\t\u003Cimg width=\"180\" src=\"https:\u002F\u002Fsindresorhus.com\u002Fassets\u002Fthanks\u002Fdepot-logo-light.svg\" alt=\"Depot logo\">\n\t\t\t\t\u003C\u002Fpicture>\n\t\t\t\u003C\u002Fdiv>\n\t\t\t\u003Cb>Fast remote container builds and GitHub Actions runners.\u003C\u002Fb>\n\t\t\u003C\u002Fa>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\t\u003Ca href=\"https:\u002F\u002Fcircleback.ai?utm_source=sindresorhus&utm_medium=sponsorship&utm_campaign=awesome-list&utm_id=awesome\">\n\t\t\t\u003Cdiv>\n\t\t\t\t\u003Cimg width=\"340\" src=\"https:\u002F\u002Fsindresorhus.com\u002Fassets\u002Fthanks\u002Fcircleback-logo.png?x\" alt=\"Circleback logo\">\n\t\t\t\u003C\u002Fdiv>\n\t\t\t\u003Cb>Get the most out of every conversation.\u003C\u002Fb>\n\t\t\t\u003Cdiv>\n\t\t\t\t\u003Csup>AI-powered meeting notes, automations, and search. Give AI agents the context they need to get things done.\u003C\u002Fsup>\n\t\t\t\u003C\u002Fdiv>\n\t\t\u003C\u002Fa>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\t\u003Cbr>\n\t\u003C\u002Fp>\n\t\u003Chr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\t\u003Cbr>\n\u003C\u002Fdiv>\n\u003Cp align=\"center\">\n\t\u003Ca href=\"awesome.md\">What is an awesome list?\u003C\u002Fa>   \n\t\u003Ca href=\"contributing.md\">Contribution guide\u003C\u002Fa>   \n\t\u003Ca href=\"create-list.md\">Creating a list\u003C\u002Fa>   \n\t\u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fawesome__re\">Twitter\u003C\u002Fa>   \n\u003C\u002Fp>\n\u003Cbr>\n\u003Cbr>\n\u003Cp align=\"center\">\n\tJust type \u003Ca href=\"https:\u002F\u002Fawesome.re\">\u003Ccode>awesome.re\u003C\u002Fcode>\u003C\u002Fa> to go here. Check out my \u003Ca href=\"https:\u002F\u002Fsindresorhus.com\u002Fapps\">apps\u003C\u002Fa> and follow me on \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fsindresorhus\">Twitter\u003C\u002Fa>.\n\u003C\u002Fp>\n\u003Cbr>\n\u003Cbr>\n\u003Cbr>\n\n## Contents\n\n- [Platforms](#platforms)\n- [Programming Languages](#programming-languages)\n- [Front-End Development](#front-end-development)\n- [Back-End Development](#back-end-development)\n- [Computer Science](#computer-science)\n- [Big Data](#big-data)\n- [Theory](#theory)\n- [Books](#books)\n- [Editors](#editors)\n- [Gaming](#gaming)\n- [Development Environment](#development-environment)\n- [Entertainment](#entertainment)\n- [Databases](#databases)\n- [Media](#media)\n- [Learn](#learn)\n- [Security](#security)\n- [Content Management Systems](#content-management-systems)\n- [Hardware](#hardware)\n- [Business](#business)\n- [Work](#work)\n- [Networking](#networking)\n- [Decentralized Systems](#decentralized-systems)\n- [Health and Social Science](#health-and-social-science)\n- [Events](#events)\n- [Testing](#testing)\n- [Miscellaneous](#miscellaneous)\n- [Related](#related)\n\n## Platforms\n\n- [Node.js](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-nodejs#readme) - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.\n\t- [Cross-Platform](https:\u002F\u002Fgithub.com\u002Fbcoe\u002Fawesome-cross-platform-nodejs#readme) - Writing cross-platform code on Node.js.\n- [Frontend Development](https:\u002F\u002Fgithub.com\u002Fdypsilon\u002Ffrontend-dev-bookmarks#readme)\n- [iOS](https:\u002F\u002Fgithub.com\u002Fvsouza\u002Fawesome-ios#readme) - Mobile operating system for Apple phones and tablets.\n- [Android](https:\u002F\u002Fgithub.com\u002FJStumpp\u002Fawesome-android#readme) - Mobile operating system developed by Google.\n- [IoT & Hybrid Apps](https:\u002F\u002Fgithub.com\u002Fweblancaster\u002Fawesome-IoT-hybrid#readme)\n- [Electron](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-electron#readme) - Cross-platform native desktop apps using JavaScript\u002FHTML\u002FCSS.\n- [Cordova](https:\u002F\u002Fgithub.com\u002Fbusterc\u002Fawesome-cordova#readme) - JavaScript API for hybrid apps.\n- [React Native](https:\u002F\u002Fgithub.com\u002Fjondot\u002Fawesome-react-native#readme) - JavaScript framework for writing natively rendering mobile apps for iOS and Android.\n- [Xamarin](https:\u002F\u002Fgithub.com\u002FXamSome\u002Fawesome-xamarin#readme) - Mobile app development IDE, testing, and distribution.\n- [Linux](https:\u002F\u002Fgithub.com\u002Finputsh\u002Fawesome-linux#readme)\n\t- [Containers](https:\u002F\u002Fgithub.com\u002FFriz-zy\u002Fawesome-linux-containers#readme)\n\t- [eBPF](https:\u002F\u002Fgithub.com\u002Fzoidbergwill\u002Fawesome-ebpf#readme) - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.\n\t- [Arch-based Projects](https:\u002F\u002Fgithub.com\u002FPandaFoss\u002FAwesome-Arch#readme) - Linux distributions and projects based on Arch Linux.\n\t- [AppImage](https:\u002F\u002Fgithub.com\u002FAppImage\u002Fawesome-appimage#readme) - Package apps in a single file that works on various mainstream Linux distributions.\n\t- [Omarchy](https:\u002F\u002Fgithub.com\u002Faorumbayev\u002Fawesome-omarchy#readme) - Opinionated Arch Linux and Hyprland desktop environment from the creator of Ruby on Rails.\n- macOS - Operating system for Apple's Mac computers.\n\t- [Screensavers](https:\u002F\u002Fgithub.com\u002Fagarrharr\u002Fawesome-macos-screensavers#readme)\n\t- [Apps](https:\u002F\u002Fgithub.com\u002Fjaywcjlove\u002Fawesome-mac#readme)\n\t- [Open Source Apps](https:\u002F\u002Fgithub.com\u002Fserhii-londar\u002Fopen-source-mac-os-apps#readme)\n- [watchOS](https:\u002F\u002Fgithub.com\u002Fyenchenlin\u002Fawesome-watchos#readme) - Operating system for the Apple Watch.\n- [JVM](https:\u002F\u002Fgithub.com\u002Fdeephacks\u002Fawesome-jvm#readme)\n- [Salesforce](https:\u002F\u002Fgithub.com\u002Fmailtoharshit\u002Fawesome-salesforce#readme)\n- [Amazon Web Services](https:\u002F\u002Fgithub.com\u002Fdonnemartin\u002Fawesome-aws#readme)\n- [Windows](https:\u002F\u002Fgithub.com\u002F0pandadev\u002Fawesome-windows#readme) - Consumer desktop operating system.\n\t- [PowerToys Run Plugins](https:\u002F\u002Fgithub.com\u002Fhlaueriksson\u002Fawesome-powertoys-run-plugins#readme) - Community plugins for the Windows quick launcher.\n- [IPFS](https:\u002F\u002Fgithub.com\u002Fipfs\u002Fawesome-ipfs#readme) - P2P hypermedia protocol.\n- [Fuse](https:\u002F\u002Fgithub.com\u002Ffuse-compound\u002Fawesome-fuse#readme) - Mobile development tools.\n- [Heroku](https:\u002F\u002Fgithub.com\u002Fianstormtaylor\u002Fawesome-heroku#readme) - Cloud platform as a service.\n- [Raspberry Pi](https:\u002F\u002Fgithub.com\u002Fthibmaek\u002Fawesome-raspberry-pi#readme) - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.\n- [Qt](https:\u002F\u002Fgithub.com\u002FJesseTG\u002Fawesome-qt#readme) - Cross-platform GUI app framework.\n- [WebExtensions](https:\u002F\u002Fgithub.com\u002Ffregante\u002FAwesome-WebExtensions#readme) - Cross-browser extension system.\n- [Smart TV](https:\u002F\u002Fgithub.com\u002Fvitalets\u002Fawesome-smart-tv#readme) - Create apps for different TV platforms.\n- [GNOME](https:\u002F\u002Fgithub.com\u002FKazhnuz\u002Fawesome-gnome#readme) - Simple and distraction-free desktop environment for Linux.\n- [KDE](https:\u002F\u002Fgithub.com\u002Ffrancoism90\u002Fawesome-kde#readme) - A free software community dedicated to creating an open and user-friendly computing experience.\n- [.NET](https:\u002F\u002Fgithub.com\u002Fquozd\u002Fawesome-dotnet#readme)\n\t- [Core](https:\u002F\u002Fgithub.com\u002Fthangchung\u002Fawesome-dotnet-core#readme)\n\t- [Roslyn](https:\u002F\u002Fgithub.com\u002Fironcev\u002Fawesome-roslyn#readme) - Open-source compilers and code analysis APIs for C# and VB.NET languages.\n- [Amazon Alexa](https:\u002F\u002Fgithub.com\u002Fmiguelmota\u002Fawesome-amazon-alexa#readme) - Virtual home assistant.\n- [DigitalOcean](https:\u002F\u002Fgithub.com\u002Fjonleibowitz\u002Fawesome-digitalocean#readme) - Cloud computing platform designed for developers.\n- [Flutter](https:\u002F\u002Fgithub.com\u002FSolido\u002Fawesome-flutter#readme) - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.\n- [Home Assistant](https:\u002F\u002Fgithub.com\u002Ffrenck\u002Fawesome-home-assistant#readme) - Open source home automation that puts local control and privacy first.\n- [IBM Cloud](https:\u002F\u002Fgithub.com\u002Fvictorshinya\u002Fawesome-ibmcloud#readme) - Cloud platform for developers and companies.\n- [Firebase](https:\u002F\u002Fgithub.com\u002Fjthegedus\u002Fawesome-firebase#readme) - App development platform built on Google Cloud.\n- [Robot Operating System 2.0](https:\u002F\u002Fgithub.com\u002Ffkromer\u002Fawesome-ros2#readme) - Set of software libraries and tools that help you build robot apps.\n- [Adafruit IO](https:\u002F\u002Fgithub.com\u002Fadafruit\u002Fawesome-adafruitio#readme) - Visualize and store data from any device.\n- [Cloudflare](https:\u002F\u002Fgithub.com\u002Firazasyed\u002Fawesome-cloudflare#readme) - CDN, DNS, DDoS protection, and security for your site.\n- [Actions on Google](https:\u002F\u002Fgithub.com\u002Fravirupareliya\u002Fawesome-actions-on-google#readme) - Developer platform for Google Assistant.\n- [ESP](https:\u002F\u002Fgithub.com\u002Fagucova\u002Fawesome-esp#readme) - Low-cost microcontrollers with WiFi and broad IoT applications.\n- [Deno](https:\u002F\u002Fgithub.com\u002Fdenolib\u002Fawesome-deno#readme) - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.\n- [DOS](https:\u002F\u002Fgithub.com\u002Fbalintkissdev\u002Fawesome-dos#readme) - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.\n- [Nix](https:\u002F\u002Fgithub.com\u002Fnix-community\u002Fawesome-nix#readme) - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.\n- [Integration](https:\u002F\u002Fgithub.com\u002Fstn1slv\u002Fawesome-integration#readme) - Linking together different IT systems (components) to functionally cooperate as a whole.\n- [Node-RED](https:\u002F\u002Fgithub.com\u002Fnaimo84\u002Fawesome-nodered#readme) - A programming tool for wiring together hardware devices, APIs, and online services.\n- [Low Code](https:\u002F\u002Fgithub.com\u002Fzenitysec\u002Fawesome-low-code#readme) - Allowing business professionals to address their needs on their own with little to no coding skills.\n- [Capacitor](https:\u002F\u002Fgithub.com\u002Friderx\u002Fawesome-capacitor#readme) - Cross-platform open source runtime for building Web Native apps.\n- [ArcGIS Developer](https:\u002F\u002Fgithub.com\u002FEsri\u002Fawesome-arcgis-developer#readme) - Mapping and location analysis platform for developers.\n- [Bluetooth Low Energy](https:\u002F\u002Fgithub.com\u002Fdotintent\u002Fawesome-ble#readme) - Low-power wireless communication protocol ideal for IoT, wearables, and other battery-powered applications.\n- [Uno Platform](https:\u002F\u002Fgithub.com\u002FMartinZikmund\u002Fawesome-uno-platform#readme) - Open-source .NET UI platform for building cross-platform apps.\n- [Google Cloud](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fawesome-google-cloud#readme) - Cloud computing services by Google.\n- [Firebase Genkit](https:\u002F\u002Fgithub.com\u002Fxavidop\u002Fawesome-firebase-genkit#readme) - An open-source framework for building AI-powered apps and features.\n- [Backstage](https:\u002F\u002Fgithub.com\u002Fshano\u002Fawesome-backstage#readme) - Open-source platform for building Internal Developer Portals that unify tools and workflows.\n\n## Programming Languages\n\n- [JavaScript](https:\u002F\u002Fgithub.com\u002Fsorrycc\u002Fawesome-javascript#readme)\n\t- [Promises](https:\u002F\u002Fgithub.com\u002Fwbinnssmith\u002Fawesome-promises#readme)\n\t- [Standard Style](https:\u002F\u002Fgithub.com\u002Fstandard\u002Fawesome-standard#readme) - Style guide and linter.\n\t- [Must Watch Talks](https:\u002F\u002Fgithub.com\u002Fbolshchikov\u002Fjs-must-watch#readme)\n\t- [Tips](https:\u002F\u002Fgithub.com\u002Floverajoel\u002Fjstips#readme)\n\t- [Network Layer](https:\u002F\u002Fgithub.com\u002FKikobeats\u002Fawesome-network-js#readme)\n\t- [Micro npm Packages](https:\u002F\u002Fgithub.com\u002Fparro-it\u002Fawesome-micro-npm-packages#readme)\n\t- [Mad Science npm Packages](https:\u002F\u002Fgithub.com\u002Ffeross\u002Fawesome-mad-science#readme) - Impossible sounding projects that exist.\n\t- [Maintenance Modules](https:\u002F\u002Fgithub.com\u002Fmaxogden\u002Fmaintenance-modules#readme) - For npm packages.\n\t- [npm](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-npm#readme) - Package manager.\n\t- [AVA](https:\u002F\u002Fgithub.com\u002Favajs\u002Fawesome-ava#readme) - Test runner.\n\t- [ESLint](https:\u002F\u002Fgithub.com\u002Fdustinspecker\u002Fawesome-eslint#readme) - Linter.\n\t- [Functional Programming](https:\u002F\u002Fgithub.com\u002Fstoeffel\u002Fawesome-fp-js#readme)\n\t- [Observables](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-observables#readme)\n\t- [npm scripts](https:\u002F\u002Fgithub.com\u002FRyanZim\u002Fawesome-npm-scripts#readme) - Task runner.\n\t- [30 Seconds of Code](https:\u002F\u002Fgithub.com\u002F30-seconds\u002F30-seconds-of-code#readme) - Code snippets you can understand in 30 seconds.\n\t- [Ponyfills](https:\u002F\u002Fgithub.com\u002FRichienb\u002Fawesome-ponyfills#readme) - Like polyfills but without overriding native APIs.\n- [Swift](https:\u002F\u002Fgithub.com\u002Fmatteocrippa\u002Fawesome-swift#readme) - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.\n\t- [Education](https:\u002F\u002Fgithub.com\u002Fhsavit1\u002FAwesome-Swift-Education#readme)\n\t- [Playgrounds](https:\u002F\u002Fgithub.com\u002Furaimo\u002FAwesome-Swift-Playgrounds#readme)\n- [Python](https:\u002F\u002Fgithub.com\u002Fvinta\u002Fawesome-python#readme) - General-purpose programming language designed for readability.\n\t- [Asyncio](https:\u002F\u002Fgithub.com\u002Ftimofurrer\u002Fawesome-asyncio#readme) - Asynchronous I\u002FO in Python 3.\n\t- [Scientific Audio](https:\u002F\u002Fgithub.com\u002Ffaroit\u002Fawesome-python-scientific-audio#readme) - Scientific research in audio\u002Fmusic.\n\t- [CircuitPython](https:\u002F\u002Fgithub.com\u002Fadafruit\u002Fawesome-circuitpython#readme) - A version of Python for microcontrollers.\n\t- [Data Science](https:\u002F\u002Fgithub.com\u002Fkrzjoa\u002Fawesome-python-data-science#readme) - Data analysis and machine learning.\n\t- [Typing](https:\u002F\u002Fgithub.com\u002Ftypeddjango\u002Fawesome-python-typing#readme) - Optional static typing for Python.\n\t- [MicroPython](https:\u002F\u002Fgithub.com\u002Fmcauser\u002Fawesome-micropython#readme) - A lean and efficient implementation of Python 3 for microcontrollers.\n- [Rust](https:\u002F\u002Fgithub.com\u002Frust-unofficial\u002Fawesome-rust#readme)\n\t- [Pest](https:\u002F\u002Fgithub.com\u002Fpest-parser\u002Fawesome-pest#readme) - Parser generator.\n- [Haskell](https:\u002F\u002Fgithub.com\u002Fkrispo\u002Fawesome-haskell#readme)\n- [PureScript](https:\u002F\u002Fgithub.com\u002Fpassy\u002Fawesome-purescript#readme)\n- [Go](https:\u002F\u002Fgithub.com\u002Favelino\u002Fawesome-go#readme)\n- [Scala](https:\u002F\u002Fgithub.com\u002Flauris\u002Fawesome-scala#readme)\n\t- [Scala Native](https:\u002F\u002Fgithub.com\u002Ftindzk\u002Fawesome-scala-native#readme) - Optimizing ahead-of-time compiler for Scala based on LLVM.\n- [Ruby](https:\u002F\u002Fgithub.com\u002Fmarkets\u002Fawesome-ruby#readme)\n- [Clojure](https:\u002F\u002Fgithub.com\u002Frazum2um\u002Fawesome-clojure#readme)\n- [ClojureScript](https:\u002F\u002Fgithub.com\u002Fhantuzun\u002Fawesome-clojurescript#readme)\n- [Elixir](https:\u002F\u002Fgithub.com\u002Fh4cc\u002Fawesome-elixir#readme)\n- [Elm](https:\u002F\u002Fgithub.com\u002Fsporto\u002Fawesome-elm#readme)\n- [Erlang](https:\u002F\u002Fgithub.com\u002Fdrobakowski\u002Fawesome-erlang#readme)\n- [Julia](https:\u002F\u002Fgithub.com\u002Fsvaksha\u002FJulia.jl#readme) - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.\n- [Lua](https:\u002F\u002Fgithub.com\u002FLewisJEllis\u002Fawesome-lua#readme)\n- [C](https:\u002F\u002Fgithub.com\u002Finputsh\u002Fawesome-c#readme)\n- [C\u002FC++](https:\u002F\u002Fgithub.com\u002Ffffaraz\u002Fawesome-cpp#readme) - General-purpose language with a bias toward system programming and embedded, resource-constrained software.\n- [R](https:\u002F\u002Fgithub.com\u002Fqinwf\u002Fawesome-R#readme) - Functional programming language and environment for statistical computing and graphics.\n\t- [Learning](https:\u002F\u002Fgithub.com\u002Fiamericfletcher\u002Fawesome-r-learning-resources#readme)\n- [D](https:\u002F\u002Fgithub.com\u002Fdlang-community\u002Fawesome-d#readme)\n- [Common Lisp](https:\u002F\u002Fgithub.com\u002FCodyReichert\u002Fawesome-cl#readme) - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.\n\t- [Learning](https:\u002F\u002Fgithub.com\u002FGustavBertram\u002Fawesome-common-lisp-learning#readme)\n- [Perl](https:\u002F\u002Fgithub.com\u002Fhachiojipm\u002Fawesome-perl#readme)\n- [Groovy](https:\u002F\u002Fgithub.com\u002Fkdabir\u002Fawesome-groovy#readme)\n- [Dart](https:\u002F\u002Fgithub.com\u002Fyissachar\u002Fawesome-dart#readme)\n- [Java](https:\u002F\u002Fgithub.com\u002Fakullpp\u002Fawesome-java#readme) - Popular secure object-oriented language designed for flexibility to \"write once, run anywhere\".\n\t- [RxJava](https:\u002F\u002Fgithub.com\u002Feleventigers\u002Fawesome-rxjava#readme)\n \t- [J2ME](https:\u002F\u002Fgithub.com\u002Fhstsethi\u002Fawesome-j2me#readme) - Java specification designed for old keypad phones and PDAs.\n- [Kotlin](https:\u002F\u002Fgithub.com\u002FKotlinBy\u002Fawesome-kotlin#readme)\n- [OCaml](https:\u002F\u002Fgithub.com\u002Focaml-community\u002Fawesome-ocaml#readme)\n- [ColdFusion](https:\u002F\u002Fgithub.com\u002Fseancoyne\u002Fawesome-coldfusion#readme)\n- [Fortran](https:\u002F\u002Fgithub.com\u002Frabbiabram\u002Fawesome-fortran#readme)\n- [PHP](https:\u002F\u002Fgithub.com\u002Fziadoz\u002Fawesome-php#readme) - Server-side scripting language.\n\t- [Composer](https:\u002F\u002Fgithub.com\u002Fjakoch\u002Fawesome-composer#readme) - Package manager.\n- [Pascal](https:\u002F\u002Fgithub.com\u002FFr0sT-Brutal\u002Fawesome-pascal#readme)\n- [AutoHotkey](https:\u002F\u002Fgithub.com\u002Fahkscript\u002Fawesome-AutoHotkey#readme)\n- [AutoIt](https:\u002F\u002Fgithub.com\u002FJ2TeaM\u002Fawesome-AutoIt#readme)\n- [Crystal](https:\u002F\u002Fgithub.com\u002Fveelenga\u002Fawesome-crystal#readme)\n- [Frege](https:\u002F\u002Fgithub.com\u002Fsfischer13\u002Fawesome-frege#readme) - Haskell for the JVM.\n- [CMake](https:\u002F\u002Fgithub.com\u002Fonqtam\u002Fawesome-cmake#readme) - Build, test, and package software.\n- [ActionScript 3](https:\u002F\u002Fgithub.com\u002Frobinrodricks\u002Fawesome-actionscript3#readme) - Object-oriented language targeting Adobe AIR.\n- [Eta](https:\u002F\u002Fgithub.com\u002Fsfischer13\u002Fawesome-eta#readme) - Functional programming language for the JVM.\n- [Idris](https:\u002F\u002Fgithub.com\u002Fjoaomilho\u002Fawesome-idris#readme) - General purpose pure functional programming language with dependent types influenced by Haskell and ML.\n- [Ada\u002FSPARK](https:\u002F\u002Fgithub.com\u002Fohenley\u002Fawesome-ada#readme) - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.\n- [Q#](https:\u002F\u002Fgithub.com\u002Febraminio\u002Fawesome-qsharp#readme) - Domain-specific programming language used for expressing quantum algorithms.\n- [Imba](https:\u002F\u002Fgithub.com\u002Fkoolamusic\u002Fawesome-imba#readme) - Programming language inspired by Ruby and Python and compiles to performant JavaScript.\n- [Vala](https:\u002F\u002Fgithub.com\u002Fdesiderantes\u002Fawesome-vala#readme) - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.\n- [Coq](https:\u002F\u002Fgithub.com\u002Fcoq-community\u002Fawesome-coq#readme) - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.\n- [V](https:\u002F\u002Fgithub.com\u002Fvlang\u002Fawesome-v#readme) - Simple, fast, safe, compiled language for developing maintainable software.\n- [Move](https:\u002F\u002Fgithub.com\u002FMystenLabs\u002Fawesome-move#readme) - Domain-specific programming language for writing safe smart contracts.\n- [Esolangs](https:\u002F\u002Fgithub.com\u002Fangrykoala\u002Fawesome-esolangs#readme) - Programming languages designed for experimentation or as jokes rather than actual use.\n- [VBA](https:\u002F\u002Fgithub.com\u002Fsancarn\u002Fawesome-vba#readme) - An event-driven version of Visual Basic 6.0 built into most Microsoft Office apps for automation and scripting.\n- [F#](https:\u002F\u002Fgithub.com\u002Ffsprojects\u002Fawesome-fsharp#readme) - A .NET-based language with focus on functional programming.\n\n\u003Cbr>\n\u003Chr>\n\u003Cbr>\n\u003Cbr>\n\u003Ca href=\"https:\u002F\u002Fvshymanskyy.github.io\u002FStandWithUkraine\">\n\t\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fvshymanskyy\u002FStandWithUkraine\u002Fmain\u002Fbanner2-direct.svg\">\n\u003C\u002Fa>\n\u003Cbr>\n\u003Cbr>\n\u003Chr>\n\u003Cbr>\n\n## Front-End Development\n\n- [ES6 Tools](https:\u002F\u002Fgithub.com\u002Faddyosmani\u002Fes6-tools#readme)\n- [Web Performance Optimization](https:\u002F\u002Fgithub.com\u002Fdavidsonfellipe\u002Fawesome-wpo#readme)\n- [Web Tools](https:\u002F\u002Fgithub.com\u002Flvwzhen\u002Ftools#readme)\n- [CSS](https:\u002F\u002Fgithub.com\u002Fawesome-css-group\u002Fawesome-css#readme) - Style sheet language that specifies how HTML elements are displayed on screen.\n\t- [Critical-Path Tools](https:\u002F\u002Fgithub.com\u002Faddyosmani\u002Fcritical-path-css-tools#readme)\n\t- [Scalability](https:\u002F\u002Fgithub.com\u002Fdavidtheclark\u002Fscalable-css-reading-list#readme)\n\t- [Must-Watch Talks](https:\u002F\u002Fgithub.com\u002FAllThingsSmitty\u002Fmust-watch-css#readme)\n\t- [Protips](https:\u002F\u002Fgithub.com\u002FAllThingsSmitty\u002Fcss-protips#readme)\n\t- [Frameworks](https:\u002F\u002Fgithub.com\u002Ftroxler\u002Fawesome-css-frameworks#readme)\n- [React](https:\u002F\u002Fgithub.com\u002Fenaqx\u002Fawesome-react#readme) - JavaScript library for building user interfaces.\n\t- [Relay](https:\u002F\u002Fgithub.com\u002Fexpede\u002Fawesome-relay#readme) - Framework for building data-driven React apps.\n\t- [React Hooks](https:\u002F\u002Fgithub.com\u002Fglauberfc\u002Fawesome-react-hooks#readme) - Lets you use state and other React features without writing a class.\n- [Web Components](https:\u002F\u002Fgithub.com\u002Fweb-padawan\u002Fawesome-web-components#readme)\n- [Polymer](https:\u002F\u002Fgithub.com\u002FGranze\u002Fawesome-polymer#readme) - JavaScript library to develop Web Components.\n- [Angular](https:\u002F\u002Fgithub.com\u002FPatrickJS\u002Fawesome-angular#readme) - App framework.\n- [Backbone](https:\u002F\u002Fgithub.com\u002Fsadcitizen\u002Fawesome-backbone#readme) - App framework.\n- [HTML5](https:\u002F\u002Fgithub.com\u002Fdiegocard\u002Fawesome-html5#readme) - Markup language used for websites & web apps.\n- [SVG](https:\u002F\u002Fgithub.com\u002Fwillianjusten\u002Fawesome-svg#readme) - XML-based vector image format.\n- [Canvas](https:\u002F\u002Fgithub.com\u002Fraphamorim\u002Fawesome-canvas#readme)\n- [KnockoutJS](https:\u002F\u002Fgithub.com\u002Fdnbard\u002Fawesome-knockout#readme) - JavaScript library.\n- [Dojo Toolkit](https:\u002F\u002Fgithub.com\u002Fpetk\u002Fawesome-dojo#readme) - JavaScript toolkit.\n- [Inspiration](https:\u002F\u002Fgithub.com\u002FNoahBuscher\u002FInspire#readme)\n- [Ember](https:\u002F\u002Fgithub.com\u002Fember-community-russia\u002Fawesome-ember#readme) - App framework.\n- [Android UI](https:\u002F\u002Fgithub.com\u002Fwasabeef\u002Fawesome-android-ui#readme)\n- [iOS UI](https:\u002F\u002Fgithub.com\u002Fcjwirth\u002Fawesome-ios-ui#readme)\n- [Meteor](https:\u002F\u002Fgithub.com\u002FUrigo\u002Fawesome-meteor#readme)\n- [BEM](https:\u002F\u002Fgithub.com\u002Fsturobson\u002FBEM-resources#readme)\n- [Flexbox](https:\u002F\u002Fgithub.com\u002Fafonsopacifer\u002Fawesome-flexbox#readme)\n- [Web Typography](https:\u002F\u002Fgithub.com\u002Fdeanhume\u002Ftypography#readme)\n- [Web Accessibility](https:\u002F\u002Fgithub.com\u002Fbrunopulis\u002Fawesome-a11y#readme)\n- [Material Design](https:\u002F\u002Fgithub.com\u002Fsachin1092\u002Fawesome-material#readme)\n- [D3](https:\u002F\u002Fgithub.com\u002Fwbkd\u002Fawesome-d3#readme) - Library for producing dynamic, interactive data visualizations.\n- [Emails](https:\u002F\u002Fgithub.com\u002Fjonathandion\u002Fawesome-emails#readme)\n- [jQuery](https:\u002F\u002Fgithub.com\u002Fpetk\u002Fawesome-jquery#readme) - Easy to use JavaScript library for DOM manipulation.\n\t- [Tips](https:\u002F\u002Fgithub.com\u002FAllThingsSmitty\u002Fjquery-tips-everyone-should-know#readme)\n- [Web Audio](https:\u002F\u002Fgithub.com\u002Fnotthetup\u002Fawesome-webaudio#readme)\n- [Offline-First](https:\u002F\u002Fgithub.com\u002Fpazguille\u002Foffline-first#readme)\n- [Static Website Services](https:\u002F\u002Fgithub.com\u002Fagarrharr\u002Fawesome-static-website-services#readme)\n- [Cycle.js](https:\u002F\u002Fgithub.com\u002Fcyclejs-community\u002Fawesome-cyclejs#readme) - Functional and reactive JavaScript framework.\n- [Text Editing](https:\u002F\u002Fgithub.com\u002Fdok\u002Fawesome-text-editing#readme)\n- [Motion UI Design](https:\u002F\u002Fgithub.com\u002Ffliptheweb\u002Fmotion-ui-design#readme)\n- [Vue.js](https:\u002F\u002Fgithub.com\u002Fvuejs\u002Fawesome-vue#readme) - App framework.\n- [Marionette.js](https:\u002F\u002Fgithub.com\u002Fsadcitizen\u002Fawesome-marionette#readme) - App framework.\n- [Aurelia](https:\u002F\u002Fgithub.com\u002Faurelia-contrib\u002Fawesome-aurelia#readme) - App framework.\n- [Charting](https:\u002F\u002Fgithub.com\u002Fzingchart\u002Fawesome-charting#readme)\n- [Ionic Framework](https:\u002F\u002Fgithub.com\u002Fcandelibas\u002Fawesome-ionic#readme)\n- [Chrome DevTools](https:\u002F\u002Fgithub.com\u002FChromeDevTools\u002Fawesome-chrome-devtools#readme)\n- [PostCSS](https:\u002F\u002Fgithub.com\u002Fjdrgomes\u002Fawesome-postcss#readme) - CSS tool.\n- [Draft.js](https:\u002F\u002Fgithub.com\u002Fnikgraf\u002Fawesome-draft-js#readme) - Rich text editor framework for React.\n- [Service Workers](https:\u002F\u002Fgithub.com\u002FTalAter\u002Fawesome-service-workers#readme)\n- [Progressive Web Apps](https:\u002F\u002Fgithub.com\u002FTalAter\u002Fawesome-progressive-web-apps#readme)\n- [choo](https:\u002F\u002Fgithub.com\u002Fchoojs\u002Fawesome-choo#readme) - App framework.\n- [Redux](https:\u002F\u002Fgithub.com\u002Fbrillout\u002Fawesome-redux#readme) - State container for JavaScript apps.\n- [Browserify](https:\u002F\u002Fgithub.com\u002Fbrowserify\u002Fawesome-browserify#readme) - Module bundler.\n- [Sass](https:\u002F\u002Fgithub.com\u002FFamolus\u002Fawesome-sass#readme) - CSS preprocessor.\n- [Ant Design](https:\u002F\u002Fgithub.com\u002Fwebsemantics\u002Fawesome-ant-design#readme) - Enterprise-class UI design language.\n- [Less](https:\u002F\u002Fgithub.com\u002FLucasBassetti\u002Fawesome-less#readme) - CSS preprocessor.\n- [WebGL](https:\u002F\u002Fgithub.com\u002Fsjfricke\u002Fawesome-webgl#readme) - JavaScript API for rendering 3D graphics.\n- [Preact](https:\u002F\u002Fgithub.com\u002Fpreactjs\u002Fawesome-preact#readme) - App framework.\n- [Progressive Enhancement](https:\u002F\u002Fgithub.com\u002Fjbmoelker\u002Fprogressive-enhancement-resources#readme)\n- [Next.js](https:\u002F\u002Fgithub.com\u002Funicodeveloper\u002Fawesome-nextjs#readme) - Framework for server-rendered React apps.\n- [lit](https:\u002F\u002Fgithub.com\u002Fweb-padawan\u002Fawesome-lit#readme) - Library for building web components with a declarative template system.\n- [JAMstack](https:\u002F\u002Fgithub.com\u002Fautomata\u002Fawesome-jamstack#readme) - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.\n- [WordPress-Gatsby](https:\u002F\u002Fgithub.com\u002Fhenrikwirth\u002Fawesome-wordpress-gatsby#readme) - Web development technology stack with WordPress as a back end and Gatsby as a front end.\n- [Mobile Web Development](https:\u002F\u002Fgithub.com\u002Fmyshov\u002Fawesome-mobile-web-development#readme) - Creating a great mobile web experience.\n- [Storybook](https:\u002F\u002Fgithub.com\u002Flauthieb\u002Fawesome-storybook#readme) - Development environment for UI components.\n- [Blazor](https:\u002F\u002Fgithub.com\u002FAdrienTorris\u002Fawesome-blazor#readme) - .NET web framework using C#\u002FRazor and HTML that runs in the browser with WebAssembly.\n- [PageSpeed Metrics](https:\u002F\u002Fgithub.com\u002Fcsabapalfi\u002Fawesome-pagespeed-metrics#readme) - Metrics to help understand page speed and user experience.\n- [Tailwind CSS](https:\u002F\u002Fgithub.com\u002Faniftyco\u002Fawesome-tailwindcss#readme) - Utility-first CSS framework for rapid UI development.\n- [Seed](https:\u002F\u002Fgithub.com\u002Fseed-rs\u002Fawesome-seed-rs#readme) - Rust framework for creating web apps running in WebAssembly.\n- [Web Performance Budget](https:\u002F\u002Fgithub.com\u002Fpajaydev\u002Fawesome-web-performance-budget#readme) - Techniques to ensure certain performance metrics for a website.\n- [Web Animation](https:\u002F\u002Fgithub.com\u002Fsergey-pimenov\u002Fawesome-web-animation#readme) - Animations in the browser with JavaScript, CSS, SVG, etc.\n- [Yew](https:\u002F\u002Fgithub.com\u002Fjetli\u002Fawesome-yew#readme) - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.\n- [Material-UI](https:\u002F\u002Fgithub.com\u002Fnadunindunil\u002Fawesome-material-ui#readme) - Material Design React components for faster and easier web development.\n- [Building Blocks for Web Apps](https:\u002F\u002Fgithub.com\u002Fcomponently-com\u002Fawesome-building-blocks-for-web-apps#readme) - Standalone features to be integrated into web apps.\n- [Svelte](https:\u002F\u002Fgithub.com\u002FTheComputerM\u002Fawesome-svelte#readme) - App framework.\n- [Design systems](https:\u002F\u002Fgithub.com\u002Fklaufel\u002Fawesome-design-systems#readme) - Collection of reusable components, guided by rules that ensure consistency and speed.\n- [Inertia.js](https:\u002F\u002Fgithub.com\u002Finnocenzi\u002Fawesome-inertiajs#readme) - Make single-page apps without building an API.\n- [MDBootstrap](https:\u002F\u002Fgithub.com\u002Fmdbootstrap\u002Fawesome-mdbootstrap#readme) - Templates, layouts, components, and widgets to rapidly build websites.\n- [Master CSS](https:\u002F\u002Fgithub.com\u002Fmaster-co\u002Fawesome-master-css#readme) - A virtual CSS language with enhanced syntax.\n- [Hydrogen](https:\u002F\u002Fgithub.com\u002Fshopify\u002Fawesome-hydrogen#readme) - Edge-first framework for building Shopify storefronts with React.\n- [Tiny JS](https:\u002F\u002Fgithub.com\u002Fthoughtspile\u002Fawesome-tiny-js#readme) - Frontend libraries that fit into 2 kB with dependencies.\n- [Frontend GIS](https:\u002F\u002Fgithub.com\u002Fjoewdavies\u002Fawesome-frontend-gis#readme) - Geographic Information Systems (GIS) for web browsers.\n- [WebGPU](https:\u002F\u002Fgithub.com\u002Fmikbry\u002Fawesome-webgpu#readme) - JavaScript API for rendering and compute on GPUs.\n- [WebAssembly](https:\u002F\u002Fgithub.com\u002Fidematos\u002Fawesome-webassembly#readme) - A portable binary format for running code efficiently across platforms.\n\n## Back-End Development\n\n- [Flask](https:\u002F\u002Fgithub.com\u002Fmjhea0\u002Fawesome-flask#readme) - Python framework.\n- [Docker](https:\u002F\u002Fgithub.com\u002Fveggiemonk\u002Fawesome-docker#readme)\n- [Vagrant](https:\u002F\u002Fgithub.com\u002FiJackUA\u002Fawesome-vagrant#readme) - Automation virtual machine environment.\n- [Pyramid](https:\u002F\u002Fgithub.com\u002Furalbash\u002Fawesome-pyramid#readme) - Python framework.\n- [Play1 Framework](https:\u002F\u002Fgithub.com\u002FPerfectCarl\u002Fawesome-play1#readme)\n- [CakePHP](https:\u002F\u002Fgithub.com\u002Ffriendsofcake\u002Fawesome-cakephp#readme) - PHP framework.\n- [Symfony](https:\u002F\u002Fgithub.com\u002Fsitepoint-editors\u002Fawesome-symfony#readme) - PHP framework.\n\t- [Education](https:\u002F\u002Fgithub.com\u002Fpehapkari\u002Fawesome-symfony-education#readme)\n- [Laravel](https:\u002F\u002Fgithub.com\u002Fchiraggude\u002Fawesome-laravel#readme) - PHP framework.\n\t- [Education](https:\u002F\u002Fgithub.com\u002Ffukuball\u002FAwesome-Laravel-Education#readme)\n\t- [TALL Stack](https:\u002F\u002Fgithub.com\u002Flivewire\u002Fawesome-tall-stack#readme) - Full-stack development solution featuring libraries built by the Laravel community.\n- [Rails](https:\u002F\u002Fgithub.com\u002Fgramantin\u002Fawesome-rails#readme) - Web app framework for Ruby.\n\t- [Gems](https:\u002F\u002Fgithub.com\u002Fhothero\u002Fawesome-rails-gem#readme) - Packages.\n- [Phalcon](https:\u002F\u002Fgithub.com\u002Fphalcon\u002Fawesome-phalcon#readme) - PHP framework.\n- [Useful `.htaccess` Snippets](https:\u002F\u002Fgithub.com\u002Fphanan\u002Fhtaccess#readme)\n- [nginx](https:\u002F\u002Fgithub.com\u002Ffcambus\u002Fnginx-resources#readme) - Web server.\n- [Dropwizard](https:\u002F\u002Fgithub.com\u002Fstve\u002Fawesome-dropwizard#readme) - Java framework.\n- [Kubernetes](https:\u002F\u002Fgithub.com\u002Framitsurana\u002Fawesome-kubernetes#readme) - Open-source platform that automates Linux container operations.\n- [Lumen](https:\u002F\u002Fgithub.com\u002Funicodeveloper\u002Fawesome-lumen#readme) - PHP micro-framework.\n- [Serverless Framework](https:\u002F\u002Fgithub.com\u002Fpmuens\u002Fawesome-serverless#readme) - Serverless computing and serverless architectures.\n- [Apache Wicket](https:\u002F\u002Fgithub.com\u002FPhantomYdn\u002Fawesome-wicket#readme) - Java web app framework.\n- [Vert.x](https:\u002F\u002Fgithub.com\u002Fvert-x3\u002Fvertx-awesome#readme) - Toolkit for building reactive apps on the JVM.\n- [Terraform](https:\u002F\u002Fgithub.com\u002Fshuaibiyy\u002Fawesome-terraform#readme) - Tool for building, changing, and versioning infrastructure.\n- [Vapor](https:\u002F\u002Fgithub.com\u002Fvapor-community\u002Fawesome-vapor#readme) - Server-side development in Swift.\n- [Dash](https:\u002F\u002Fgithub.com\u002Fucg8j\u002Fawesome-dash#readme) - Python web app framework.\n- [FastAPI](https:\u002F\u002Fgithub.com\u002Fmjhea0\u002Fawesome-fastapi#readme) - Python web app framework.\n- [CDK](https:\u002F\u002Fgithub.com\u002Fkolomied\u002Fawesome-cdk#readme) - Open-source software development framework for defining cloud infrastructure in code.\n- [IAM](https:\u002F\u002Fgithub.com\u002Fkdeldycke\u002Fawesome-iam#readme) - User accounts, authentication and authorization.\n- [Slim](https:\u002F\u002Fgithub.com\u002Fnekofar\u002Fawesome-slim#readme) - PHP framework.\n- [Fiber](https:\u002F\u002Fgithub.com\u002Fgofiber\u002Fawesome-fiber#readme) - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.\n- [Kustomize](https:\u002F\u002Fgithub.com\u002FDevOpsHiveHQ\u002Fawesome-kustomize#readme) - Kubernetes native declarative configuration management tool.\n- [OpenTofu](https:\u002F\u002Fgithub.com\u002Fvirtualroot\u002Fawesome-opentofu#readme) - Open-source infrastructure as code tool.\n- [Reflex](https:\u002F\u002Fgithub.com\u002Freflex-dev\u002Fawesome-reflex#readme) - Python web framework for building both your frontend and backend with no JavaScript.\n\n## Computer Science\n\n- [University Courses](https:\u002F\u002Fgithub.com\u002Fprakhar1989\u002Fawesome-courses#readme)\n- [Data Science](https:\u002F\u002Fgithub.com\u002Facademic\u002Fawesome-datascience#readme)\n\t- [Tutorials](https:\u002F\u002Fgithub.com\u002Fsiboehm\u002Fawesome-learn-datascience#readme)\n- [Machine Learning](https:\u002F\u002Fgithub.com\u002Fjosephmisiti\u002Fawesome-machine-learning#readme)\n\t- [Tutorials](https:\u002F\u002Fgithub.com\u002Fujjwalkarn\u002FMachine-Learning-Tutorials#readme)\n\t- [ML with Ruby](https:\u002F\u002Fgithub.com\u002Farbox\u002Fmachine-learning-with-ruby#readme) - Learning, implementing, and applying Machine Learning using Ruby.\n\t- [Core ML Models](https:\u002F\u002Fgithub.com\u002Flikedan\u002FAwesome-CoreML-Models#readme) - Models for Apple's machine learning framework.\n\t- [H2O](https:\u002F\u002Fgithub.com\u002Fh2oai\u002Fawesome-h2o#readme) - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.\n\t- [Software Engineering for Machine Learning](https:\u002F\u002Fgithub.com\u002FSE-ML\u002Fawesome-seml#readme) - From experiment to production-level machine learning.\n\t- [AI in Finance](https:\u002F\u002Fgithub.com\u002Fgeorgezouq\u002Fawesome-ai-in-finance#readme) - Solving problems in finance with machine learning.\n\t- [JAX](https:\u002F\u002Fgithub.com\u002Fn2cholas\u002Fawesome-jax#readme) - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.\n\t- [XAI](https:\u002F\u002Fgithub.com\u002Faltamiracorp\u002Fawesome-xai#readme) - Providing insight, explanations, and interpretability to machine learning methods.\n- [Speech and Natural Language Processing](https:\u002F\u002Fgithub.com\u002Fedobashira\u002Fspeech-language-processing#readme)\n\t- [Spanish](https:\u002F\u002Fgithub.com\u002Fdav009\u002Fawesome-spanish-nlp#readme)\n\t- [NLP with Ruby](https:\u002F\u002Fgithub.com\u002Farbox\u002Fnlp-with-ruby#readme)\n\t- [Question Answering](https:\u002F\u002Fgithub.com\u002Fseriousran\u002Fawesome-qa#readme) - The science of asking and answering in natural language with a machine.\n\t- [Natural Language Generation](https:\u002F\u002Fgithub.com\u002Faccelerated-text\u002Fawesome-nlg#readme) - Generation of text used in data-to-text, conversational agents, and narrative generation applications.\n- [Linguistics](https:\u002F\u002Fgithub.com\u002Ftheimpossibleastronaut\u002Fawesome-linguistics#readme)\n- [Cryptography](https:\u002F\u002Fgithub.com\u002Fsobolevn\u002Fawesome-cryptography#readme)\n\t- [Papers](https:\u002F\u002Fgithub.com\u002FpFarb\u002Fawesome-crypto-papers#readme) - Theory basics for using cryptography by non-cryptographers.\n- [Computer Vision](https:\u002F\u002Fgithub.com\u002Fjbhuang0604\u002Fawesome-computer-vision#readme)\n- [Deep Learning](https:\u002F\u002Fgithub.com\u002FChristosChristofidis\u002Fawesome-deep-learning#readme) - Neural networks.\n\t- [TensorFlow](https:\u002F\u002Fgithub.com\u002Fjtoy\u002Fawesome-tensorflow#readme) - Library for machine intelligence.\n\t- [TensorFlow.js](https:\u002F\u002Fgithub.com\u002Faaronhma\u002Fawesome-tensorflow-js#readme) - WebGL-accelerated machine learning JavaScript library for training and deploying models.\n\t- [TensorFlow Lite](https:\u002F\u002Fgithub.com\u002Fmargaretmz\u002Fawesome-tensorflow-lite#readme) - Framework that optimizes TensorFlow models for on-device machine learning.\n\t- [Papers](https:\u002F\u002Fgithub.com\u002Fterryum\u002Fawesome-deep-learning-papers#readme) - The most cited deep learning papers.\n\t- [Education](https:\u002F\u002Fgithub.com\u002Fguillaume-chevalier\u002Fawesome-deep-learning-resources#readme)\n- [Deep Vision](https:\u002F\u002Fgithub.com\u002Fkjw0612\u002Fawesome-deep-vision#readme)\n- [Open Source Society University](https:\u002F\u002Fgithub.com\u002Fossu\u002Fcomputer-science#readme)\n- [Functional Programming](https:\u002F\u002Fgithub.com\u002Flucasviola\u002Fawesome-functional-programming#readme)\n- [Empirical Software Engineering](https:\u002F\u002Fgithub.com\u002Fdspinellis\u002Fawesome-msr#readme) - Evidence-based research on software systems.\n- [Static Analysis & Code Quality](https:\u002F\u002Fgithub.com\u002Fanalysis-tools-dev\u002Fstatic-analysis#readme)\n- [Information Retrieval](https:\u002F\u002Fgithub.com\u002Fharpribot\u002Fawesome-information-retrieval#readme) - Learn to develop your own search engine.\n- [Quantum Computing](https:\u002F\u002Fgithub.com\u002Fdesireevl\u002Fawesome-quantum-computing#readme) - Computing that utilizes quantum mechanics and qubits on quantum computers.\n- [Theoretical Computer Science](https:\u002F\u002Fgithub.com\u002Fmostafatouny\u002Fawesome-theoretical-computer-science#readme) - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.\n- [Conversational AI](https:\u002F\u002Fgithub.com\u002Fjyguyomarch\u002Fawesome-conversational-ai#readme) - Build awesome chatbots and digital assistants.\n- [Generative AI](https:\u002F\u002Fgithub.com\u002Fsteven2358\u002Fawesome-generative-ai#readme) - Automatically generates a wide range of unique content in text, image, and audio format.\n- [Position-Based Quantum Cryptography](https:\u002F\u002Fgithub.com\u002FRenaller\u002Fawesome-position-based-quantum-cryptography#readme) - Theory on quantum cryptography that utilizes special relativistic constraints to achieve quantum-security under certain conditions.\n\n## Big Data\n\n- [Big Data](https:\u002F\u002Fgithub.com\u002F0xnr\u002Fawesome-bigdata#readme)\n- [Public Datasets](https:\u002F\u002Fgithub.com\u002Fawesomedata\u002Fawesome-public-datasets#readme)\n- [Hadoop](https:\u002F\u002Fgithub.com\u002Fyoungwookim\u002Fawesome-hadoop#readme) - Framework for distributed storage and processing of very large data sets.\n- [Data Engineering](https:\u002F\u002Fgithub.com\u002Figorbarinov\u002Fawesome-data-engineering#readme)\n- [Streaming](https:\u002F\u002Fgithub.com\u002Fmanuzhang\u002Fawesome-streaming#readme)\n- [Apache Spark](https:\u002F\u002Fgithub.com\u002Fawesome-spark\u002Fawesome-spark#readme) - Unified engine for large-scale data processing.\n- [Qlik](https:\u002F\u002Fgithub.com\u002Fambster-public\u002Fawesome-qlik#readme) - Business intelligence platform for data visualization, analytics, and reporting apps.\n- [Splunk](https:\u002F\u002Fgithub.com\u002Fsduff\u002Fawesome-splunk#readme) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real time.\n- [Network Analysis](https:\u002F\u002Fgithub.com\u002Fbriatte\u002Fawesome-network-analysis#readme)\n\n## Theory\n\n- [Papers We Love](https:\u002F\u002Fgithub.com\u002Fpapers-we-love\u002Fpapers-we-love#readme)\n- [Talks](https:\u002F\u002Fgithub.com\u002FJanVanRyswyck\u002Fawesome-talks#readme)\n- [Algorithms](https:\u002F\u002Fgithub.com\u002Ftayllan\u002Fawesome-algorithms#readme)\n\t- [Education](https:\u002F\u002Fgithub.com\u002Fgaerae\u002Fawesome-algorithms-education#readme) - Learning and practicing.\n- [Algorithm Visualizations](https:\u002F\u002Fgithub.com\u002Fenjalot\u002Falgovis#readme)\n- [Artificial Intelligence](https:\u002F\u002Fgithub.com\u002Fowainlewis\u002Fawesome-artificial-intelligence#readme)\n- [Search Engine Optimization](https:\u002F\u002Fgithub.com\u002Fmarcobiedermann\u002Fsearch-engine-optimization#readme)\n- [Competitive Programming](https:\u002F\u002Fgithub.com\u002Flnishan\u002Fawesome-competitive-programming#readme)\n- [Math](https:\u002F\u002Fgithub.com\u002Frossant\u002Fawesome-math#readme)\n- [Recursion Schemes](https:\u002F\u002Fgithub.com\u002Fpassy\u002Fawesome-recursion-schemes#readme) - Traversing nested data structures.\n- [Audit Algorithms](https:\u002F\u002Fgithub.com\u002Ferwanlemerrer\u002Fawesome-audit-algorithms#readme) - Algorithmic audits of algorithms.\n- [AGI & CoCoSci](https:\u002F\u002Fgithub.com\u002FYuzheSHI\u002Fawesome-agi-cocosci#readme) - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).\n- [Complex Systems](https:\u002F\u002Fgithub.com\u002Fsellisd\u002Fawesome-complexity#readme) - The scientific field studying systems with multiple interacting parts and emergent properties.\n- [VLM Architectures](https:\u002F\u002Fgithub.com\u002Fgokayfem\u002Fawesome-vlm-architectures#readme) - Vision Language Model architectures.\n\n## Books\n\n- [Free Programming Books](https:\u002F\u002Fgithub.com\u002FEbookFoundation\u002Ffree-programming-books#readme)\n- [Go Books](https:\u002F\u002Fgithub.com\u002Fdariubs\u002FGoBooks#readme)\n- [R Books](https:\u002F\u002Fgithub.com\u002FRomanTsegelskyi\u002Frbooks#readme)\n- [Mind Expanding Books](https:\u002F\u002Fgithub.com\u002Fhackerkid\u002FMind-Expanding-Books#readme)\n- [Book Authoring](https:\u002F\u002Fgithub.com\u002FTalAter\u002Fawesome-book-authoring#readme)\n- [Elixir Books](https:\u002F\u002Fgithub.com\u002Fsger\u002FElixirBooks#readme)\n\n## Editors\n\n- [Sublime Text](https:\u002F\u002Fgithub.com\u002Fdreikanter\u002Fsublime-bookmarks#readme)\n- [Vim](https:\u002F\u002Fgithub.com\u002Fmhinz\u002Fvim-galore#readme)\n- [Neovim](https:\u002F\u002Fgithub.com\u002FrockerBOO\u002Fawesome-neovim#readme) - Vim-fork focused on extensibility and usability.\n- [Emacs](https:\u002F\u002Fgithub.com\u002Femacs-tw\u002Fawesome-emacs#readme)\n- [Atom](https:\u002F\u002Fgithub.com\u002Fmehcode\u002Fawesome-atom#readme) - Open-source and hackable text editor.\n- [Visual Studio Code](https:\u002F\u002Fgithub.com\u002Fviatsko\u002Fawesome-vscode#readme) - Cross-platform open-source text editor.\n\n## Gaming\n\n- [Game Development](https:\u002F\u002Fgithub.com\u002Fellisonleao\u002Fmagictools#readme)\n- [Game Talks](https:\u002F\u002Fgithub.com\u002Fhzoo\u002Fawesome-gametalks#readme)\n- [Godot](https:\u002F\u002Fgithub.com\u002Fgodotengine\u002Fawesome-godot#readme) - Game engine.\n- [Open Source Games](https:\u002F\u002Fgithub.com\u002Fmichelpereira\u002Fawesome-open-source-games#readme)\n- [Unity](https:\u002F\u002Fgithub.com\u002FRyanNielson\u002Fawesome-unity#readme) - Game engine.\n- [Chess](https:\u002F\u002Fgithub.com\u002Fhkirat\u002Fawesome-chess#readme)\n- [LÖVE](https:\u002F\u002Fgithub.com\u002Flove2d-community\u002Fawesome-love2d#readme) - Game engine.\n- [PICO-8](https:\u002F\u002Fgithub.com\u002Fpico-8\u002Fawesome-PICO-8#readme) - Fantasy console.\n- [Game Boy Development](https:\u002F\u002Fgithub.com\u002Fgbdev\u002Fawesome-gbdev#readme)\n- [Construct 2](https:\u002F\u002Fgithub.com\u002FConstructCommunity\u002Fawesome-construct#readme) - Game engine.\n- [Gideros](https:\u002F\u002Fgithub.com\u002Fstetso\u002Fawesome-gideros#readme) - Game engine.\n- [Minecraft](https:\u002F\u002Fgithub.com\u002Fbs-community\u002Fawesome-minecraft#readme) - Sandbox video game.\n- [ComputerCraft](https:\u002F\u002Fgithub.com\u002Ftomodachi94\u002Fawesome-computercraft#readme) - Minecraft mod that adds programmable computers.\n- [Game Datasets](https:\u002F\u002Fgithub.com\u002Fleomaurodesenv\u002Fgame-datasets#readme) - Materials and datasets for Artificial Intelligence in games.\n- [Haxe Game Development](https:\u002F\u002Fgithub.com\u002FDvergar\u002Fawesome-haxe-gamedev#readme) - A high-level strongly typed programming language used to produce cross-platform native code.\n- [libGDX](https:\u002F\u002Fgithub.com\u002Frafaskb\u002Fawesome-libgdx#readme) - Java game framework.\n- [PlayCanvas](https:\u002F\u002Fgithub.com\u002Fplaycanvas\u002Fawesome-playcanvas#readme) - Game engine.\n- [Game Remakes](https:\u002F\u002Fgithub.com\u002Fradek-sprta\u002Fawesome-game-remakes#readme) - Actively maintained open-source game remakes.\n- [Flame](https:\u002F\u002Fgithub.com\u002Fflame-engine\u002Fawesome-flame#readme) - Game engine for Flutter.\n- [Discord Communities](https:\u002F\u002Fgithub.com\u002Fmhxion\u002Fawesome-discord-communities#readme) - Chat with friends and communities.\n- [CHIP-8](https:\u002F\u002Fgithub.com\u002Ftobiasvl\u002Fawesome-chip-8#readme) - Virtual computer game machine from the 70s.\n- [Games of Coding](https:\u002F\u002Fgithub.com\u002Fmichelpereira\u002Fawesome-games-of-coding#readme) - Learn a programming language by making games.\n- [Esports](https:\u002F\u002Fgithub.com\u002Fstrift\u002Fawesome-esports#readme) - Video games played as a sport.\n- [Learn Gamedev](https:\u002F\u002Fgithub.com\u002Fnotpresident35\u002Fawesome-learn-gamedev#readme) - The craft of video game creation.\n- [Game Engine Development](https:\u002F\u002Fgithub.com\u002Fstevinz\u002Fawesome-game-engine-dev#readme) - Building software to speed up game creation.\n- [GameMaker](https:\u002F\u002Fgithub.com\u002Fbytecauldron\u002Fawesome-gamemaker#readme) - Game engine.\n- [Game Production](https:\u002F\u002Fgithub.com\u002Fvhladiienko\u002Fawesome-game-production#readme) - Leading the process of designing, developing, testing and distributing a video game from concept to release.\n- [Babylon.js](https:\u002F\u002Fgithub.com\u002FSymbitic\u002Fawesome-babylonjs#readme) - Game engine for cross-platform web and native game development.\n- [Roblox](https:\u002F\u002Fgithub.com\u002Fawesome-roblox\u002Fawesome-roblox#readme) - Immersive platform for hosting millions of diverse experiences.\n\n## Development Environment\n\n- [Quick Look Plugins](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fquick-look-plugins#readme) - For macOS.\n- [Dev Env](https:\u002F\u002Fgithub.com\u002Fjondot\u002Fawesome-devenv#readme)\n- [Dotfiles](https:\u002F\u002Fgithub.com\u002Fwebpro\u002Fawesome-dotfiles#readme)\n- [Shell](https:\u002F\u002Fgithub.com\u002Falebcay\u002Fawesome-shell#readme)\n- [Fish](https:\u002F\u002Fgithub.com\u002Fjorgebucaran\u002Fawsm.fish#readme) - User-friendly shell.\n- [Command-Line Apps](https:\u002F\u002Fgithub.com\u002Fagarrharr\u002Fawesome-cli-apps#readme)\n- [ZSH Plugins](https:\u002F\u002Fgithub.com\u002Funixorn\u002Fawesome-zsh-plugins#readme)\n- [GitHub](https:\u002F\u002Fgithub.com\u002Fphillipadsmith\u002Fawesome-github#readme) - Hosting service for Git repositories.\n\t- [Browser Extensions](https:\u002F\u002Fgithub.com\u002Fstefanbuck\u002Fawesome-browser-extensions-for-github#readme)\n\t- [Cheat Sheet](https:\u002F\u002Fgithub.com\u002Ftiimgreen\u002Fgithub-cheat-sheet#readme)\n\t- [Pinned Gists](https:\u002F\u002Fgithub.com\u002Fmatchai\u002Fawesome-pinned-gists#readme) - Dynamic pinned gists for your GitHub profile.\n- [Git Cheat Sheet & Git Flow](https:\u002F\u002Fgithub.com\u002Farslanbilal\u002Fgit-cheat-sheet#readme)\n- [Git Tips](https:\u002F\u002Fgithub.com\u002Fgit-tips\u002Ftips#readme)\n- [Git Add-ons](https:\u002F\u002Fgithub.com\u002Fstevemao\u002Fawesome-git-addons#readme) - Enhance the `git` CLI.\n- [Git Hooks](https:\u002F\u002Fgithub.com\u002Fcompscilauren\u002Fawesome-git-hooks#readme) - Scripts for automating tasks during `git` workflows.\n- [SSH](https:\u002F\u002Fgithub.com\u002Fmoul\u002Fawesome-ssh#readme)\n- [FOSS for Developers](https:\u002F\u002Fgithub.com\u002Ftvvocold\u002FFOSS-for-Dev#readme)\n- [Hyper](https:\u002F\u002Fgithub.com\u002Fbnb\u002Fawesome-hyper#readme) - Cross-platform terminal app built on web technologies.\n- [PowerShell](https:\u002F\u002Fgithub.com\u002Fjanikvonrotz\u002Fawesome-powershell#readme) - Cross-platform object-oriented shell.\n- [Alfred Workflows](https:\u002F\u002Fgithub.com\u002Falfred-workflows\u002Fawesome-alfred-workflows#readme) - Productivity app for macOS.\n- [Terminals Are Sexy](https:\u002F\u002Fgithub.com\u002Fk4m4\u002Fterminals-are-sexy#readme)\n- [GitHub Actions](https:\u002F\u002Fgithub.com\u002Fsdras\u002Fawesome-actions#readme) - Create tasks to automate your workflow and share them with others on GitHub.\n- [WezTerm](https:\u002F\u002Fgithub.com\u002Fmichaelbrusegard\u002Fawesome-wezterm#readme) - Powerful cross-platform terminal emulator.\n\n## Entertainment\n\n- [Science Fiction](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-scifi#readme) - Scifi.\n- [Fantasy](https:\u002F\u002Fgithub.com\u002FRichardLitt\u002Fawesome-fantasy#readme)\n- [Podcasts](https:\u002F\u002Fgithub.com\u002Fayr-ton\u002Fawesome-geek-podcasts#readme)\n- [Email Newsletters](https:\u002F\u002Fgithub.com\u002Fzudochkin\u002Fawesome-newsletters#readme)\n- [IT Quotes](https:\u002F\u002Fgithub.com\u002Fvictorlaerte\u002Fawesome-it-quotes#readme)\n\n## Databases\n\n- [Database](https:\u002F\u002Fgithub.com\u002Fnumetriclabz\u002Fawesome-db#readme)\n- [MySQL](https:\u002F\u002Fgithub.com\u002Fshlomi-noach\u002Fawesome-mysql#readme)\n- [SQLAlchemy](https:\u002F\u002Fgithub.com\u002Fdahlia\u002Fawesome-sqlalchemy#readme)\n- [InfluxDB](https:\u002F\u002Fgithub.com\u002Fmark-rushakoff\u002Fawesome-influxdb#readme)\n- [Neo4j](https:\u002F\u002Fgithub.com\u002Fneueda\u002Fawesome-neo4j#readme)\n- [MongoDB](https:\u002F\u002Fgithub.com\u002Framnes\u002Fawesome-mongodb#readme) - NoSQL database.\n- [RethinkDB](https:\u002F\u002Fgithub.com\u002Fd3viant0ne\u002Fawesome-rethinkdb#readme)\n- [TinkerPop](https:\u002F\u002Fgithub.com\u002Fmohataher\u002Fawesome-tinkerpop#readme) - Graph computing framework.\n- [PostgreSQL](https:\u002F\u002Fgithub.com\u002Fdhamaniasad\u002Fawesome-postgres#readme) - Object-relational database.\n- [CouchDB](https:\u002F\u002Fgithub.com\u002Fquangv\u002Fawesome-couchdb#readme) - Document-oriented NoSQL database.\n- [HBase](https:\u002F\u002Fgithub.com\u002Frayokota\u002Fawesome-hbase#readme) - Distributed, scalable, big data store.\n- [NoSQL Guides](https:\u002F\u002Fgithub.com\u002Ferictleung\u002Fawesome-nosql-guides#readme) - Help on using non-relational, distributed, open-source, and horizontally scalable databases.\n- [Database Tools](https:\u002F\u002Fgithub.com\u002Fmgramin\u002Fawesome-db-tools#readme) - Everything that makes working with databases easier.\n- [TypeDB](https:\u002F\u002Fgithub.com\u002Fvaticle\u002Ftypedb-awesome#readme) - Logical database to organize large and complex networks of data as one body of knowledge.\n- [Cassandra](https:\u002F\u002Fgithub.com\u002FAnant\u002Fawesome-cassandra#readme) - Open-source, distributed, wide column store, NoSQL database management system.\n- [TDengine](https:\u002F\u002Fgithub.com\u002Ftaosdata\u002Fawesome-tdengine#readme) - An open-source time-series database with high-performance, scalability, and SQL support.\n- [Supabase](https:\u002F\u002Fgithub.com\u002Flyqht\u002Fawesome-supabase#readme) - An open-source alternative to Firebase.\n- [PocketBase](https:\u002F\u002Fgithub.com\u002Fbenallfree\u002Fawesome-pocketbase#readme) - An open-source, Go-based backend in one file.\n- [Neon](https:\u002F\u002Fgithub.com\u002Ftyaga001\u002Fawesome-neon#readme) - An open-source alternative to AWS Aurora.\n\n## Media\n\n- [Fonts](https:\u002F\u002Fgithub.com\u002Fbrabadu\u002Fawesome-fonts#readme)\n- [Codeface](https:\u002F\u002Fgithub.com\u002Fchrissimpkins\u002Fcodeface#readme) - Text editor fonts.\n- [Stock Resources](https:\u002F\u002Fgithub.com\u002Fneutraltone\u002Fawesome-stock-resources#readme)\n- [GIF](https:\u002F\u002Fgithub.com\u002Fdavisonio\u002Fawesome-gif#readme) - Image format known for animated images.\n- [Music](https:\u002F\u002Fgithub.com\u002Fciconia\u002Fawesome-music#readme)\n- [Open Source Documents](https:\u002F\u002Fgithub.com\u002F44bits\u002Fawesome-opensource-documents#readme)\n- [Audio Visualization](https:\u002F\u002Fgithub.com\u002Fwillianjusten\u002Fawesome-audio-visualization#readme)\n- [Broadcasting](https:\u002F\u002Fgithub.com\u002Febu\u002Fawesome-broadcasting#readme)\n- [Pixel Art](https:\u002F\u002Fgithub.com\u002FSiilwyn\u002Fawesome-pixel-art#readme) - Pixel-level digital art.\n- [FFmpeg](https:\u002F\u002Fgithub.com\u002Ftransitive-bullshit\u002Fawesome-ffmpeg#readme) - Cross-platform solution to record, convert and stream audio and video.\n- [Icons](https:\u002F\u002Fgithub.com\u002Fnotlmn\u002Fawesome-icons#readme) - Downloadable SVG\u002FPNG\u002Ffont icon projects.\n- [Audiovisual](https:\u002F\u002Fgithub.com\u002Fstingalleman\u002Fawesome-audiovisual#readme) - Lighting, audio and video in professional environments.\n- [VLC](https:\u002F\u002Fgithub.com\u002Fmfkl\u002Fawesome-vlc#readme) - Cross-platform media player software and streaming server.\n- [Audio Over IP](https:\u002F\u002Fgithub.com\u002FMo-way\u002Fawesome-aoip#readme) - Reliably transmit uncompressed, low-latency audio over an IP (layer 3) network.\n\n## Learn\n\n- [CLI Workshoppers](https:\u002F\u002Fgithub.com\u002Ftherebelrobot\u002Fawesome-workshopper#readme) - Interactive tutorials.\n- [Learn to Program](https:\u002F\u002Fgithub.com\u002Fkarlhorky\u002Flearn-to-program#readme)\n- [Speaking](https:\u002F\u002Fgithub.com\u002Fmatteofigus\u002Fawesome-speaking#readme)\n- [Tech Videos](https:\u002F\u002Fgithub.com\u002Flucasviola\u002Fawesome-tech-videos#readme)\n- [Dive into Machine Learning](https:\u002F\u002Fgithub.com\u002Fhangtwenty\u002Fdive-into-machine-learning#readme)\n- [Computer History](https:\u002F\u002Fgithub.com\u002Fwatson\u002Fawesome-computer-history#readme)\n- [Programming for Kids](https:\u002F\u002Fgithub.com\u002FHollyAdele\u002Fawesome-programming-for-kids#readme)\n- [STEAM](https:\u002F\u002Fgithub.com\u002FRahulBirCodes\u002Fawesome-steam#readme) - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels.\n- [Educational Games](https:\u002F\u002Fgithub.com\u002Fyrgo\u002Fawesome-educational-games#readme) - Learn while playing.\n- [JavaScript Learning](https:\u002F\u002Fgithub.com\u002Fmicromata\u002Fawesome-javascript-learning#readme)\n- [CSS Learning](https:\u002F\u002Fgithub.com\u002Fmicromata\u002Fawesome-css-learning#readme) - Mainly about CSS – the language and the modules.\n- [Product Management](https:\u002F\u002Fgithub.com\u002Fdend\u002Fawesome-product-management#readme) - Learn how to be a better product manager.\n- [Roadmaps](https:\u002F\u002Fgithub.com\u002Fliuchong\u002Fawesome-roadmaps#readme) - Gives you a clear route to improve your knowledge and skills.\n- [YouTubers](https:\u002F\u002Fgithub.com\u002FJoseDeFreitas\u002Fawesome-youtubers#readme) - Watch video tutorials from YouTubers that teach you about technology.\n- [Hackathon](https:\u002F\u002Fgithub.com\u002Fdribdat\u002Fawesome-hackathon#readme) - Running fun and productive hackathons.\n- [Certificates](https:\u002F\u002Fgithub.com\u002FPanXProject\u002Fawesome-certificates#readme) - Free computer science certifications to showcase your knowledge.\n\n## Security\n\n- [Application Security](https:\u002F\u002Fgithub.com\u002Fparagonie\u002Fawesome-appsec#readme)\n- [Security](https:\u002F\u002Fgithub.com\u002Fsbilly\u002Fawesome-security#readme)\n- [CTF](https:\u002F\u002Fgithub.com\u002Fapsdehal\u002Fawesome-ctf#readme) - Capture The Flag.\n- [Cyber Security University](https:\u002F\u002Fgithub.com\u002Fbrootware\u002Fawesome-cyber-security-university#readme) - Free educational resources that focus on learning by doing.\n- [Malware Analysis](https:\u002F\u002Fgithub.com\u002Frshipp\u002Fawesome-malware-analysis#readme)\n- [Android Security](https:\u002F\u002Fgithub.com\u002Fashishb\u002Fandroid-security-awesome#readme)\n- [Hacking](https:\u002F\u002Fgithub.com\u002Fcarpedm20\u002Fawesome-hacking#readme)\n- [Hacking Spots](https:\u002F\u002Fgithub.com\u002Fdaviddias\u002Fawesome-hacking-locations#readme)\n- [Honeypots](https:\u002F\u002Fgithub.com\u002Fparalax\u002Fawesome-honeypots#readme) - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.\n- [Incident Response](https:\u002F\u002Fgithub.com\u002Fmeirwah\u002Fawesome-incident-response#readme)\n- [Vehicle Security and Car Hacking](https:\u002F\u002Fgithub.com\u002Fjaredthecoder\u002Fawesome-vehicle-security#readme)\n- [Web Security](https:\u002F\u002Fgithub.com\u002Fqazbnm456\u002Fawesome-web-security#readme) - Security of web apps & services.\n- [Lockpicking](https:\u002F\u002Fgithub.com\u002Ffabacab\u002Fawesome-lockpicking#readme) - The art of unlocking a lock by manipulating its components without the key.\n- [Cybersecurity Blue Team](https:\u002F\u002Fgithub.com\u002Ffabacab\u002Fawesome-cybersecurity-blueteam#readme) - Groups of individuals who identify security flaws in information technology systems.\n- [Fuzzing](https:\u002F\u002Fgithub.com\u002Fcpuu\u002Fawesome-fuzzing#readme) - Automated software testing technique that involves feeding pseudo-randomly generated input data.\n- [Embedded and IoT Security](https:\u002F\u002Fgithub.com\u002Ffkie-cad\u002Fawesome-embedded-and-iot-security#readme)\n- [GDPR](https:\u002F\u002Fgithub.com\u002Fbakke92\u002Fawesome-gdpr#readme) - Regulation on data protection and privacy for all individuals within EU.\n- [DevSecOps](https:\u002F\u002Fgithub.com\u002FTaptuIT\u002Fawesome-devsecops#readme) - Integration of security practices into [DevOps](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDevOps).\n- [Executable Packing](https:\u002F\u002Fgithub.com\u002Fdhondta\u002Fawesome-executable-packing#readme) - Packing and unpacking executable formats.\n- [Malware Persistence](https:\u002F\u002Fgithub.com\u002FKarneades\u002Fawesome-malware-persistence#readme) - Techniques that adversaries use to keep access to systems across restarts.\n- [EVM Security](https:\u002F\u002Fgithub.com\u002Fkareniel\u002Fawesome-evm-security#readme) - Understanding the Ethereum Virtual Machine security ecosystem.\n- [Password Cracking](https:\u002F\u002Fgithub.com\u002Fn0kovo\u002Fawesome-password-cracking#readme) - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form.\n- [Security Card Games](https:\u002F\u002Fgithub.com\u002FKarneades\u002Fawesome-security-card-games#readme) - Train your skills and discuss various security topics.\n- [Suricata](https:\u002F\u002Fgithub.com\u002Fsatta\u002Fawesome-suricata#readme) - Intrusion detection\u002Fprevention system and network security monitoring engine.\n- [Prompt Injection](https:\u002F\u002Fgithub.com\u002FFonduAI\u002Fawesome-prompt-injection#readme) - A type of vulnerability that specifically targets machine learning models.\n- [Detection Engineering](https:\u002F\u002Fgithub.com\u002FinfosecB\u002Fawesome-detection-engineering#readme) - Design, build, and operate detective cybersecurity controls.\n- [Annual Security Reports](https:\u002F\u002Fgithub.com\u002Fjacobdjwilson\u002Fawesome-annual-security-reports#readme) - Exploring cybersecurity trends, insights, and challenges.\n- [CI\u002FCD Attacks](https:\u002F\u002Fgithub.com\u002FTupleType\u002Fawesome-cicd-attacks#readme) - Offensive research of systems and processes related to developing and deploying code.\n- [OpenID Connect](https:\u002F\u002Fgithub.com\u002Fcerberauth\u002Fawesome-openid-connect#readme) - Identity standard and authentication protocol built on OAuth 2.0 for user identity assertion.\n\n## Content Management Systems\n\n- [Umbraco](https:\u002F\u002Fgithub.com\u002Fumbraco-community\u002Fawesome-umbraco#readme)\n- [Refinery CMS](https:\u002F\u002Fgithub.com\u002Frefinerycms-contrib\u002Fawesome-refinerycms#readme) - Ruby on Rails CMS.\n- [Wagtail](https:\u002F\u002Fgithub.com\u002Fspringload\u002Fawesome-wagtail#readme) - Django CMS focused on flexibility and user experience.\n- [Textpattern](https:\u002F\u002Fgithub.com\u002Fdrmonkeyninja\u002Fawesome-textpattern#readme) - Lightweight PHP-based CMS.\n- [Drupal](https:\u002F\u002Fgithub.com\u002Fnirgn975\u002Fawesome-drupal#readme) - Extensible PHP-based CMS.\n- [Craft CMS](https:\u002F\u002Fgithub.com\u002Fcraftcms\u002Fawesome#readme) - Content-first CMS.\n- [Sitecore](https:\u002F\u002Fgithub.com\u002FMartinMiles\u002FAwesome-Sitecore#readme) - .NET digital marketing platform that combines CMS with tools for managing multiple websites.\n- [Silverstripe CMS](https:\u002F\u002Fgithub.com\u002Fwernerkrauss\u002Fawesome-silverstripe-cms#readme) - PHP MVC framework that serves as a classic or headless CMS.\n- [Directus](https:\u002F\u002Fgithub.com\u002Fdirectus-community\u002Fawesome-directus#readme) - A real-time API and app dashboard for managing SQL database content.\n- [Plone](https:\u002F\u002Fgithub.com\u002Fcollective\u002Fawesome-plone#readme) - Open source Python CMS.\n- [Payload](https:\u002F\u002Fgithub.com\u002FDanailMinchev\u002Fawesome-payload#readme) - Next.js native and open source headless CMS.\n\n## Hardware\n\n- [Robotics](https:\u002F\u002Fgithub.com\u002FKiloreux\u002Fawesome-robotics#readme)\n- [Internet of Things](https:\u002F\u002Fgithub.com\u002FHQarroum\u002Fawesome-iot#readme)\n- [Electronics](https:\u002F\u002Fgithub.com\u002Fkitspace\u002Fawesome-electronics#readme) - For electronic engineers and hobbyists.\n- [Bluetooth Beacons](https:\u002F\u002Fgithub.com\u002Frabschi\u002Fawesome-beacon#readme)\n- [Electric Guitar Specifications](https:\u002F\u002Fgithub.com\u002Fgitfrage\u002Fguitarspecs#readme) - Checklist for building your own electric guitar.\n- [Plotters](https:\u002F\u002Fgithub.com\u002Fbeardicus\u002Fawesome-plotters#readme) - Computer-controlled drawing machines and other visual art robots.\n- [Robotic Tooling](https:\u002F\u002Fgithub.com\u002Fprotontypes\u002Fawesome-robotic-tooling#readme) - Free and open tools for professional robotic development.\n- [LIDAR](https:\u002F\u002Fgithub.com\u002Fszenergy\u002Fawesome-lidar#readme) - Sensor for measuring distances by illuminating the target with laser light.\n- [Open Hardware](https:\u002F\u002Fgithub.com\u002Fdelftopenhardware\u002Fawesome-open-hardware#readme) - Open-source hardware projects.\n- [ADS-B](https:\u002F\u002Fgithub.com\u002Frickstaa\u002Fawesome-adsb#readme) - Technology broadcasting aircraft's identity, position, and data periodically.\n- [Flying FPV](https:\u002F\u002Fgithub.com\u002FMatthias84\u002Fawesome-flying-fpv#readme) - Open hardware and software related to drones \u002F UAVs.\n\n## Business\n\n- [Open Companies](https:\u002F\u002Fgithub.com\u002Fopencompany\u002Fawesome-open-company#readme)\n- [Places to Post Your Startup](https:\u002F\u002Fgithub.com\u002Fmmccaff\u002FPlacesToPostYourStartup#readme)\n- [OKR Methodology](https:\u002F\u002Fgithub.com\u002Fdomenicosolazzo\u002Fawesome-okr#readme) - Goal setting & communication best practices.\n- [Indie](https:\u002F\u002Fgithub.com\u002Fmezod\u002Fawesome-indie#readme) - Independent developer businesses.\n- [Tools of the Trade](https:\u002F\u002Fgithub.com\u002Fcjbarber\u002FToolsOfTheTrade#readme) - Tools used by companies on Hacker News.\n- [Clean Tech](https:\u002F\u002Fgithub.com\u002Fnglgzz\u002Fawesome-clean-tech#readme) - Fighting climate change with technology.\n- [Wardley Maps](https:\u002F\u002Fgithub.com\u002Fwardley-maps-community\u002Fawesome-wardley-maps#readme) - Provides high situational awareness to help improve strategic planning and decision making.\n- [Social Enterprise](https:\u002F\u002Fgithub.com\u002FRayBB\u002Fawesome-social-enterprise#readme) - Building an organization primarily focused on social impact that is at least partially self-funded.\n- [Engineering Team Management](https:\u002F\u002Fgithub.com\u002Fkdeldycke\u002Fawesome-engineering-team-management#readme) - How to transition from software development to engineering management.\n- [Developer-First Products](https:\u002F\u002Fgithub.com\u002Fagamm\u002Fawesome-developer-first#readme) - Products that target developers as the user.\n- [Billing](https:\u002F\u002Fgithub.com\u002Fkdeldycke\u002Fawesome-billing#readme) - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.\n- [Engineering Strategy](https:\u002F\u002Fgithub.com\u002Faleixmorgadas\u002Fawesome-engineering-strategy#readme) - How to design and execute engineering strategies for tech leadership.\n\n## Work\n\n- [Slack](https:\u002F\u002Fgithub.com\u002Fmatiassingers\u002Fawesome-slack#readme) - Team collaboration.\n\t- [Communities](https:\u002F\u002Fgithub.com\u002Ffilipelinhares\u002Fawesome-slack#readme)\n- [Remote Jobs](https:\u002F\u002Fgithub.com\u002Flukasz-madon\u002Fawesome-remote-job#readme)\n- [Productivity](https:\u002F\u002Fgithub.com\u002Fjyguyomarch\u002Fawesome-productivity#readme)\n- [Niche Job Boards](https:\u002F\u002Fgithub.com\u002Ftramcar\u002Fawesome-job-boards#readme)\n- [Programming Interviews](https:\u002F\u002Fgithub.com\u002FDopplerHQ\u002Fawesome-interview-questions#readme)\n- [Code Review](https:\u002F\u002Fgithub.com\u002Fjoho\u002Fawesome-code-review#readme) - Reviewing code.\n- [Creative Technology](https:\u002F\u002Fgithub.com\u002Fj0hnm4r5\u002Fawesome-creative-technology#readme) - Businesses & groups that specialize in combining computing, design, art, and user experience.\n- [Internships](https:\u002F\u002Fgithub.com\u002Flodthe\u002Fawesome-internships#readme) - CV writing guides and companies that hire interns.\n\n## Networking\n\n- [Software-Defined Networking](https:\u002F\u002Fgithub.com\u002Fsdnds-tw\u002Fawesome-sdn#readme)\n- [PCAPTools](https:\u002F\u002Fgithub.com\u002Fcaesar0301\u002Fawesome-pcaptools#readme)\n- [Real-Time Communications](https:\u002F\u002Fgithub.com\u002Frtckit\u002Fawesome-rtc#readme) - Network protocols for near simultaneous exchange of media and data.\n- [SNMP](https:\u002F\u002Fgithub.com\u002Feozer\u002Fawesome-snmp#readme) - A protocol for collecting, modifying, and organizing information about managed devices on IP networks.\n- [Scapy](https:\u002F\u002Fgithub.com\u002Fsecdev\u002Fawesome-scapy#readme) - Python-based interactive packet manipulation.\n- [Cilium](https:\u002F\u002Fgithub.com\u002Fseifrajhi\u002Fawesome-cilium#readme) - Provides networking and security capabilities for containerized apps, microservices, and virtual machines.\n\n## Decentralized Systems\n\n- [Bitcoin](https:\u002F\u002Fgithub.com\u002Figorbarinov\u002Fawesome-bitcoin#readme) - Services and tools for Bitcoin software developers.\n- [Ripple](https:\u002F\u002Fgithub.com\u002Fvhpoet\u002Fawesome-ripple#readme) - Open source distributed settlement network.\n- [Non-Financial Blockchain](https:\u002F\u002Fgithub.com\u002Fmachinomy\u002Fawesome-non-financial-blockchain#readme) - Applications of Blockchain beyond finance.\n- [Mastodon](https:\u002F\u002Fgithub.com\u002Fhyperupcall\u002Fawesome-mastodon#readme) - Open source decentralized microblogging network.\n- [Ethereum](https:\u002F\u002Fgithub.com\u002Fttumiel\u002FAwesome-Ethereum#readme) - Distributed computing platform for smart contract development.\n- [Blockchain AI](https:\u002F\u002Fgithub.com\u002Fsteven2358\u002Fawesome-blockchain-ai#readme) - AI and machine-learning projects built on Blockchain.\n- [EOSIO](https:\u002F\u002Fgithub.com\u002FDanailMinchev\u002Fawesome-eosio#readme) - A decentralized operating system supporting industrial-scale apps.\n- [Corda](https:\u002F\u002Fgithub.com\u002Fchainstack\u002Fawesome-corda#readme) - Open source Blockchain platform designed for business.\n- [Waves](https:\u002F\u002Fgithub.com\u002Fmsmolyakov\u002Fawesome-waves#readme) - Open source Blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.\n- [Substrate](https:\u002F\u002Fgithub.com\u002Fsubstrate-developer-hub\u002Fawesome-substrate#readme) - Framework for writing scalable, upgradeable blockchains in Rust.\n- [Golem](https:\u002F\u002Fgithub.com\u002Fgolemfactory\u002Fawesome-golem#readme) - Open source peer-to-peer marketplace for computing resources.\n- [Stacks](https:\u002F\u002Fgithub.com\u002Ffriedger\u002Fawesome-stacks-chain#readme) - A smart contract platform secured by Bitcoin.\n- [Algorand](https:\u002F\u002Fgithub.com\u002Faorumbayev\u002Fawesome-algorand#readme) - An open-source, proof of stake Blockchain and smart contract computing platform.\n- [ZeroNet](https:\u002F\u002Fgithub.com\u002Fzolagonano\u002Fawesome-zeronet#readme) - A decentralized web-like network of peer-to-peer users.\n- [Cosmos SDK](https:\u002F\u002Fgithub.com\u002Fcosmos\u002Fawesome-cosmos#readme) - Modular framework for building app-specific blockchains in Go.\n- [Tor](https:\u002F\u002Fgithub.com\u002Fpolycarbohydrate\u002Fawesome-tor#readme) - A free overlay network for enabling anonymous communication.\n- [ATProto](https:\u002F\u002Fgithub.com\u002Fatblueprints\u002Fawesome-atproto#readme) - Open, decentralized network for building social apps.\n\n## Health and Social Science\n\n- [Biomedical Information Extraction](https:\u002F\u002Fgithub.com\u002Fcaufieldjh\u002Fawesome-bioie#readme) - How to extract information from unstructured biomedical data and text.\n- [Computational Neuroscience](https:\u002F\u002Fgithub.com\u002Feselkin\u002Fawesome-computational-neuroscience#readme) - A multidisciplinary science which uses computational approaches to study the nervous system.\n- [Diversity](https:\u002F\u002Fgithub.com\u002Ffolkswhocode\u002Fawesome-diversity#readme) - Creating a more inclusive and diverse tech community.\n- [Digital History](https:\u002F\u002Fgithub.com\u002Fmaehr\u002Fawesome-digital-history#readme) - Computer-aided scientific investigation of history.\n- [Empathy in Engineering](https:\u002F\u002Fgithub.com\u002FKimberlyMunoz\u002Fempathy-in-engineering#readme) - Building and promoting more compassionate engineering cultures.\n- [Healthcare](https:\u002F\u002Fgithub.com\u002Fkakoni\u002Fawesome-healthcare#readme) - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.\n- [Humane Technology](https:\u002F\u002Fgithub.com\u002Fhumanetech-community\u002Fawesome-humane-tech#readme) - Open source projects that help improve society.\n- [Mental Health](https:\u002F\u002Fgithub.com\u002Fdreamingechoes\u002Fawesome-mental-health#readme) - Awareness and self-care in the software industry.\n- [Neuroscience](https:\u002F\u002Fgithub.com\u002Fanalyticalmonk\u002Fawesome-neuroscience#readme) - Study of the nervous system and brain.\n- [Digital Humanities](https:\u002F\u002Fgithub.com\u002Fdh-tech\u002Fawesome-digital-humanities#readme) - Software for humanities scholars using quantitative or computational methods.\n- [Lucid Dreams](https:\u002F\u002Fgithub.com\u002FIAmCoder\u002Fawesome-lucid-dreams#readme) - A dream where one becomes aware they are dreaming.\n- [Neuroimaging](https:\u002F\u002Fgithub.com\u002FNPACore\u002Fawesome-neuroimaging#readme) - Software for analyzing brain data from living subjects.\n- [Transgender](https:\u002F\u002Fgithub.com\u002Fcvyl\u002Fawesome-transgender#readme) - Someone whose gender identity differs from their assigned birth sex.\n\n## Events\n\n- [Creative Tech Events](https:\u002F\u002Fgithub.com\u002Fdanvoyce\u002Fawesome-creative-tech-events#readme) - Events around the globe for creative coding, tech, design, music, arts and cool stuff.\n- [Events in Italy](https:\u002F\u002Fgithub.com\u002Fildoc\u002Fawesome-italy-events#readme) - Tech-related events in Italy.\n- [Events in the Netherlands](https:\u002F\u002Fgithub.com\u002Fawkward\u002Fawesome-netherlands-events#readme) - Tech-related events in the Netherlands.\n\n## Testing\n\n- [Testing](https:\u002F\u002Fgithub.com\u002FTheJambo\u002Fawesome-testing#readme) - Software testing.\n- [Visual Regression Testing](https:\u002F\u002Fgithub.com\u002Fmojoaxel\u002Fawesome-regression-testing#readme) - Ensures changes did not break the functionality or style.\n- [Selenium](https:\u002F\u002Fgithub.com\u002Fchristian-bromann\u002Fawesome-selenium#readme) - Open-source browser automation framework and ecosystem.\n- [Appium](https:\u002F\u002Fgithub.com\u002FSrinivasanTarget\u002Fawesome-appium#readme) - Test automation tool for apps.\n- [TAP](https:\u002F\u002Fgithub.com\u002Fsindresorhus\u002Fawesome-tap#readme) - Test Anything Protocol.\n- [JMeter](https:\u002F\u002Fgithub.com\u002Faliesbelik\u002Fawesome-jmeter#readme) - Load testing and performance measurement tool.\n- [k6](https:\u002F\u002Fgithub.com\u002Fgrafana\u002Fawesome-k6#readme) - Open-source, developer-centric performance monitoring and load testing solution.\n- [Playwright](https:\u002F\u002Fgithub.com\u002Fmxschmitt\u002Fawesome-playwright#readme) - Node.js library to automate Chromium, Firefox and WebKit with a single API.\n- [Quality Assurance Roadmap](https:\u002F\u002Fgithub.com\u002Ffityanos\u002Fawesome-quality-assurance-roadmap#readme) - How to start & build a career in software testing.\n- [Gatling](https:\u002F\u002Fgithub.com\u002Faliesbelik\u002Fawesome-gatling#readme) - Open-source load and performance testing framework based on Scala, Akka, and Netty.\n- [CodeRabbit](https:\u002F\u002Fgithub.com\u002Fcoderabbitai\u002Fawesome-coderabbit#readme) - AI-powered code review platform.\n\n## Miscellaneous\n\n- [Scientific Writing](https:\u002F\u002Fgithub.com\u002Fwriting-resources\u002Fawesome-scientific-writing#readme) - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.\n- [JSON](https:\u002F\u002Fgithub.com\u002Fburningtree\u002Fawesome-json#readme) - Text based data interchange format.\n\t- [GeoJSON](https:\u002F\u002Fgithub.com\u002Ftmcw\u002Fawesome-geojson#readme)\n\t- [Datasets](https:\u002F\u002Fgithub.com\u002Fjdorfman\u002Fawesome-json-datasets#readme)\n- [CSV](https:\u002F\u002Fgithub.com\u002FsecretGeek\u002FawesomeCSV#readme) - A text file format that stores tabular data and uses a comma to separa","Awesome 是一个收集了各种有趣主题的精选列表项目。它汇集了从编程语言、前端开发到游戏开发等众多领域的高质量资源链接，帮助开发者和技术爱好者快速找到所需信息。该项目的核心功能在于其全面性和实用性，每个列表都经过精心筛选和整理，确保内容的准确性和时效性。适合于需要查找特定技术领域相关资源的学习者、开发者以及研究者使用。",2,"2026-06-01 02:31:37","top_all"]