Awesome List Overview

😎 Awesome lists about all kinds of interesting topics

🏠 Home · 🔥 Feed · 📮 Subscribe · 😺 sindresorhus/awesome · ⭐ 226K · 🏷️ Miscellaneous

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_{Check out my latest app}

Favorites Widget
^{Call your favorite people directly from the iPhone Lock Screen}

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^{My open source work is supported by the community}

^{Special thanks to:}

All your environment variables, in one place

_{Stop struggling with scattered API keys, hacking together home-brewed tools,}
^{and avoiding access controls. Keep your team and servers in sync with Doppler.}

Your app, enterprise-ready.

_{Start selling to enterprise customers with just a few lines of code.}
^{Add Single Sign-On (and more) in minutes instead of months.}

Strapi is the leading open-source headless CMS.

^{It’s 100% JavaScript, fully customizable, and developer-first.}

^{Founded in 2018, OSS Capital is the first and only venture capital platform focused
exclusively on supporting early-stage COSS (commercial open source) startup founders.}

Instant, shareable cloud PostgreSQL database

^{Import any dataset in seconds, share with anyone with a click, try without signing up}

Dev environments built for the cloud

_{Natively integrated with GitLab, GitHub, and Bitbucket, Gitpod automatically and continuously prebuilds dev
environments for all your branches. As a result team members can instantly start coding with fresh dev environments
for each new task - no matter if you are building a new feature, want to fix a bug, or work on a code review.}

Build Scalable Feeds & Chat Applications with Powerful APIs and Front End Components

Build Scalable Feeds & Chat Applications with Powerful APIs and Front End Components

Paperwork that makes the data work.

_{Easy APIs for paperwork. PDF generation, e-signature and embeddable no-code webforms.
The easiest way to build paperwork automation into your product.}

Paperwork that makes the data work.

_{Easy APIs for paperwork. PDF generation, e-signature and embeddable no-code webforms.
The easiest way to build paperwork automation into your product.}

_{Before Sizzy: web development is stressing you out, responsive design is hard, you have an overwhelming amount of opened tabs & apps.
After Sizzy: all the tools you need in one place, responsive design is a breeze, no more context switching.}

---

What is an awesome list?    Contribution guide    Creating a list    Twitter    Stickers & t-shirts

_{Just type awesome.re to go here. Check out my apps and follow me on Twitter.}

Contents

• Platforms
• Programming Languages
• Front-End Development
• Back-End Development
• Computer Science
• Big Data
• Theory
• Books
• Editors
• Gaming
• Development Environment
• Entertainment
• Databases
• Media
• Learn
• Security
• Content Management Systems
• Hardware
• Business
• Work
• Networking
• Decentralized Systems
• Health and Social Science
• Events
• Testing
• Miscellaneous
• Related

Platforms

• Node.js (⭐48k) - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.
  • Cross-Platform (⭐1k) - Writing cross-platform code on Node.js.
• Frontend Development (⭐36k)
• iOS (⭐41k) - Mobile operating system for Apple phones and tablets.
• Android (⭐9.5k) - Mobile operating system developed by Google.
• IoT & Hybrid Apps (⭐486)
• Electron (⭐24k) - Cross-platform native desktop apps using JavaScript/HTML/CSS.
• Cordova (⭐281) - JavaScript API for hybrid apps.
• React Native (⭐32k) - JavaScript framework for writing natively rendering mobile apps for iOS and Android.
• Xamarin (⭐1.8k) - Mobile app development IDE, testing, and distribution.
• Linux (⭐3.6k)
  • Containers (⭐1.4k)
  • eBPF (⭐2.7k) - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
  • Arch-based Projects (⭐274) - Linux distributions and projects based on Arch Linux.
  • AppImage (⭐259) - Package apps in a single file that works on various mainstream Linux distributions.
• macOS - Operating system for Apple's Mac computers.
  • Screensavers (⭐2.8k)
  • Apps (⭐55k)
  • Open Source Apps (⭐33k)
• watchOS (⭐430) - Operating system for the Apple Watch.
• JVM (⭐1.9k)
• Salesforce (⭐613)
• Amazon Web Services (⭐11k)
• Windows (⭐21k)
• IPFS (⭐3.8k) - P2P hypermedia protocol.
• Fuse (⭐319) - Mobile development tools.
• Heroku (⭐282) - Cloud platform as a service.
• Raspberry Pi (⭐11k) - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
• Qt (⭐1.1k) - Cross-platform GUI app framework.
• WebExtensions (⭐977) - Cross-browser extension system.
• Smart TV (⭐825) - Create apps for different TV platforms.
• GNOME (⭐732) - Simple and distraction-free desktop environment for Linux.
• KDE (⭐245) - A free software community dedicated to creating an open and user-friendly computing experience.
• .NET (⭐16k)
  • Core (⭐17k)
  • Roslyn (⭐528) - Open-source compilers and code analysis APIs for C# and VB.NET languages.
• Amazon Alexa (⭐526) - Virtual home assistant.
• DigitalOcean (⭐289) - Cloud computing platform designed for developers.
• Flutter (⭐44k) - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
• Home Assistant (⭐4.1k) - Open source home automation that puts local control and privacy first.
• IBM Cloud (⭐75) - Cloud platform for developers and companies.
• Firebase (⭐610) - App development platform built on Google Cloud Platform.
• Robot Operating System 2.0 (⭐1.1k) - Set of software libraries and tools that help you build robot apps.
• Adafruit IO (⭐39) - Visualize and store data from any device.
• Cloudflare (⭐346) - CDN, DNS, DDoS protection, and security for your site.
• Actions on Google (⭐64) - Developer platform for Google Assistant.
• ESP (⭐494) - Low-cost microcontrollers with WiFi and broad IoT applications.
• Deno (⭐3.8k) - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
• DOS (⭐286) - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.
• Nix (⭐1.1k) - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.
• Integration (⭐104) - Linking together different IT systems (components) to functionally cooperate as a whole.
• Node-RED (⭐329) - A programming tool for wiring together hardware devices, APIs, and online services.
• Low Code (⭐121) - Allowing business professionals to address their needs on their own with little to no coding skills.
• Capacitor (⭐226) - Cross-platform open source runtime for building Web Native apps.
• ArcGIS Developer (⭐114) - Mapping and location analysis platform for developers.

Programming Languages

• JavaScript (⭐29k)
  • Promises (⭐1.5k)
  • Standard Style (⭐354) - Style guide and linter.
  • Must Watch Talks (⭐13k)
  • Tips (⭐12k)
  • Network Layer (⭐520)
  • Micro npm Packages (⭐4.4k)
  • Mad Science npm Packages (⭐1k) - Impossible sounding projects that exist.
  • Maintenance Modules (⭐345) - For npm packages.
  • npm (⭐4.1k) - Package manager.
  • AVA (⭐334) - Test runner.
  • ESLint (⭐3.3k) - Linter.
  • Functional Programming (⭐5.7k)
  • Observables (⭐319)
  • npm scripts (⭐678) - Task runner.
  • 30 Seconds of Code (⭐105k) - Code snippets you can understand in 30 seconds.
  • Ponyfills (⭐46) - Like polyfills but without overriding native APIs.
• Swift (⭐23k) - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.
  • Education (⭐5.5k)
  • Playgrounds (⭐3.8k)
• Python (⭐146k) - General-purpose programming language designed for readability.
  • Asyncio (⭐3.7k) - Asynchronous I/O in Python 3.
  • Scientific Audio (⭐1.3k) - Scientific research in audio/music.
  • CircuitPython (⭐500) - A version of Python for microcontrollers.
  • Data Science (⭐1.6k) - Data analysis and machine learning.
  • Typing (⭐1.2k) - Optional static typing for Python.
  • MicroPython (⭐719) - A lean and efficient implementation of Python 3 for microcontrollers.
• Rust (⭐30k)
• Haskell (⭐2.8k)
• PureScript (⭐421)
• Go (⭐90k)
• Scala (⭐8.6k)
  • Scala Native (⭐218) - Optimizing ahead-of-time compiler for Scala based on LLVM.
• Ruby (⭐13k)
• Clojure (⭐2.4k)
• ClojureScript (⭐957)
• Elixir (⭐12k)
• Elm (⭐3.5k)
• Erlang (⭐1.5k)
• Julia (⭐1.3k) - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
• Lua (⭐3.2k)
• C (⭐3k)
• C/C++ (⭐42k) - General-purpose language with a bias toward system programming and embedded, resource-constrained software.
• R (⭐5.3k) - Functional programming language and environment for statistical computing and graphics.
  • Learning (⭐390)
• D (⭐574)
• Common Lisp (⭐2k) - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
  • Learning (⭐150)
• Perl (⭐622)
• Groovy (⭐661)
• Dart (⭐2k)
• Java (⭐34k) - Popular secure object-oriented language designed for flexibility to "write once, run anywhere".
  • RxJava (⭐282)
• Kotlin (⭐10k)
• OCaml (⭐2.3k)
• ColdFusion (⭐86)
• Fortran (⭐319)
• PHP (⭐28k) - Server-side scripting language.
  • Composer (⭐816) - Package manager.
• Pascal (⭐1.4k)
• AutoHotkey (⭐2.1k)
• AutoIt (⭐758)
• Crystal (⭐3.1k)
• Frege (⭐27) - Haskell for the JVM.
• CMake (⭐4.4k) - Build, test, and package software.
• ActionScript 3 (⭐190) - Object-oriented language targeting Adobe AIR.
• Eta (⭐59) - Functional programming language for the JVM.
• Idris (⭐355) - General purpose pure functional programming language with dependent types influenced by Haskell and ML.
• Ada/SPARK (⭐438) - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
• Q# (⭐134) - Domain-specific programming language used for expressing quantum algorithms.
• Imba (⭐123) - Programming language inspired by Ruby and Python and compiles to performant JavaScript.
• Vala (⭐90) - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
• Coq (⭐184) - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
• V (⭐1.4k) - Simple, fast, safe, compiled language for developing maintainable software.
• Zig (⭐126) - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
• Move (⭐842) - Domain-specific programming language for writing safe smart contracts.

Front-End Development

• ES6 Tools (⭐3.9k)
• Web Performance Optimization (⭐7.7k)
• Web Tools (⭐823)
• CSS (⭐4k) - Style sheet language that specifies how HTML elements are displayed on screen.
  • Critical-Path Tools (⭐1.1k)
  • Scalability (⭐1.5k)
  • Must-Watch Talks (⭐4.2k)
  • Protips (⭐23k)
  • Frameworks (⭐5.5k)
• React (⭐52k) - JavaScript library for building user interfaces.
  • Relay (⭐257) - Framework for building data-driven React apps.
  • React Hooks (⭐1.1k) - Lets you use state and other React features without writing a class.
• Web Components (⭐1.9k)
• Polymer (⭐394) - JavaScript library to develop Web Components.
• Angular (⭐8.6k) - App framework.
• Backbone (⭐403) - App framework.
• HTML5 (⭐2.1k) - Markup language used for websites & web apps.
• SVG (⭐4.4k) - XML-based vector image format.
• Canvas (⭐1.2k)
• KnockoutJS (⭐91) - JavaScript library.
• Dojo Toolkit (⭐75) - JavaScript toolkit.
• Inspiration (⭐1.1k)
• Ember (⭐175) - App framework.
• Android UI (⭐45k)
• iOS UI (⭐11k)
• Meteor (⭐1.4k)
• BEM (⭐477)
• Flexbox (⭐1.1k)
• Web Typography (⭐527)
• Web Accessibility (⭐1.6k)
• Material Design (⭐594)
• D3 (⭐4.9k) - Library for producing dynamic, interactive data visualizations.
• Emails (⭐1.8k)
• jQuery (⭐843) - Easy to use JavaScript library for DOM manipulation.
  • Tips (⭐4.2k)
• Web Audio (⭐884)
• Offline-First (⭐2.9k)
• Static Website Services (⭐1.7k)
• Cycle.js (⭐825) - Functional and reactive JavaScript framework.
• Text Editing (⭐249)
• Motion UI Design (⭐751)
• Vue.js (⭐67k) - App framework.
• Marionette.js (⭐154) - App framework.
• Aurelia (⭐305) - App framework.
• Charting (⭐1.8k)
• Ionic Framework 2 (⭐829)
• Chrome DevTools (⭐5.2k)
• PostCSS (⭐402) - CSS tool.
• Draft.js (⭐2.5k) - Rich text editor framework for React.
• Service Workers (⭐1.6k)
• Progressive Web Apps (⭐1.5k)
• choo (⭐191) - App framework.
• Redux (⭐363) - State container for JavaScript apps.
• Browserify (⭐82) - Module bundler.
• Sass (⭐1.8k) - CSS preprocessor.
• Ant Design (⭐2.9k) - Enterprise-class UI design language.
• Less (⭐54) - CSS preprocessor.
• WebGL (⭐1.1k) - JavaScript API for rendering 3D graphics.
• Preact (⭐717) - App framework.
• Progressive Enhancement (⭐92)
• Next.js (⭐8k) - Framework for server-rendered React apps.
• lit (⭐1k) - Library for building web components with a declarative template system.
• JAMstack (⭐1.2k) - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
• WordPress-Gatsby (⭐246) - Web development technology stack with WordPress as a back end and Gatsby as a front end.
• Mobile Web Development (⭐1.1k) - Creating a great mobile web experience.
• Storybook (⭐299) - Development environment for UI components.
• Blazor (⭐7.2k) - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
• PageSpeed Metrics (⭐629) - Metrics to help understand page speed and user experience.
• Tailwind CSS (⭐9.9k) - Utility-first CSS framework for rapid UI development.
• Seed (⭐184) - Rust framework for creating web apps running in WebAssembly.
• Web Performance Budget (⭐76) - Techniques to ensure certain performance metrics for a website.
• Web Animation (⭐1.1k) - Animations in the browser with JavaScript, CSS, SVG, etc.
• Yew (⭐971) - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
• Material-UI (⭐158) - Material Design React components for faster and easier web development.
• Building Blocks for Web Apps (⭐101) - Standalone features to be integrated into web apps.
• Svelte (⭐724) - App framework.
• Design systems (⭐497) - Collection of reusable components, guided by rules that ensure consistency and speed.
• Inertia.js (⭐186) - Make single-page apps without building an API.
• MDBootstrap (⭐23) - Templates, layouts, components, and widgets to rapidly build websites.
• Hydrogen (⭐89) - Edge-first framework for building Shopify storefronts with React.

Back-End Development

• Flask (⭐1k) - Python framework.
• Docker (⭐23k)
• Vagrant (⭐565) - Automation virtual machine environment.
• Pyramid (⭐531) - Python framework.
• Play1 Framework (⭐39)
• CakePHP (⭐869) - PHP framework.
• Symfony (⭐1.5k) - PHP framework.
  • Education (⭐317)
• Laravel (⭐11k) - PHP framework.
  • Education (⭐357)
  • TALL Stack (⭐756) - Full-stack development solution featuring libraries built by the Laravel community.
• Rails (⭐3.1k) - Web app framework for Ruby.
  • Gems (⭐2.8k) - Packages.
• Phalcon (⭐603) - PHP framework.
• Useful .htaccess Snippets (⭐12k)
• nginx (⭐3.2k) - Web server.
• Dropwizard (⭐83) - Java framework.
• Kubernetes (⭐13k) - Open-source platform that automates Linux container operations.
• Lumen (⭐318) - PHP micro-framework.
• Serverless Framework (⭐2.1k) - Serverless computing and serverless architectures.
• Apache Wicket (⭐66) - Java web app framework.
• Vert.x (⭐2k) - Toolkit for building reactive apps on the JVM.
• Terraform (⭐3.6k) - Tool for building, changing, and versioning infrastructure.
• Vapor (⭐984) - Server-side development in Swift.
• Dash (⭐1.7k) - Python web app framework.
• FastAPI (⭐4.7k) - Python web app framework.
• CDK (⭐1.6k) - Open-source software development framework for defining cloud infrastructure in code.
• IAM (⭐916) - User accounts, authentication and authorization.
• Slim (⭐11) - PHP framework.
• Fiber (⭐99) - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.

Computer Science

• University Courses (⭐44k)
• Data Science (⭐20k)
  • Tutorials (⭐564)
• Machine Learning (⭐57k)
  • Tutorials (⭐12k)
  • ML with Ruby (⭐1.8k) - Learning, implementing, and applying Machine Learning using Ruby.
  • Core ML Models (⭐5.5k) - Models for Apple's machine learning framework.
  • H2O (⭐336) - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
  • Software Engineering for Machine Learning (⭐1k) - From experiment to production-level machine learning.
  • AI in Finance (⭐1.6k) - Solving problems in finance with machine learning.
  • JAX (⭐784) - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
  • XAI (⭐54) - Providing insight, explanations, and interpretability to machine learning methods.
• Speech and Natural Language Processing (⭐2.1k)
  • Spanish (⭐305)
  • NLP with Ruby (⭐968)
  • Question Answering (⭐708) - The science of asking and answering in natural language with a machine.
  • Natural Language Generation (⭐386) - Generation of text used in data to text, conversational agents, and narrative generation applications.
• Linguistics (⭐276)
• Cryptography (⭐4.2k)
  • Papers (⭐1.4k) - Theory basics for using cryptography by non-cryptographers.
• Computer Vision (⭐17k)
• Deep Learning (⭐20k) - Neural networks.
  • TensorFlow (⭐17k) - Library for machine intelligence.
  • TensorFlow.js (⭐140) - WebGL-accelerated machine learning JavaScript library for training and deploying models.
  • TensorFlow Lite (⭐969) - Framework that optimizes TensorFlow models for on-device machine learning.
  • Papers (⭐24k) - The most cited deep learning papers.
  • Education (⭐1.5k)
• Deep Vision (⭐10k)
• Open Source Society University (⭐128k)
• Functional Programming (⭐830)
• Empirical Software Engineering (⭐349) - Evidence-based research on software systems.
• Static Analysis & Code Quality (⭐10k)
• Information Retrieval (⭐857) - Learn to develop your own search engine.
• Quantum Computing (⭐1.9k) - Computing which utilizes quantum mechanics and qubits on quantum computers.
• Theoretical Computer Science (⭐304) - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
• Conversational AI (⭐55) - Build awesome chatbots and digital assistants.

Big Data

• Big Data (⭐11k)
• Public Datasets (⭐52k)
• Hadoop (⭐1k) - Framework for distributed storage and processing of very large data sets.
• Data Engineering (⭐4.6k)
• Streaming (⭐2.1k)
• Apache Spark (⭐1.4k) - Unified engine for large-scale data processing.
• Qlik (⭐31) - Business intelligence platform for data visualization, analytics, and reporting apps.
• Splunk (⭐83) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.

Theory

• Papers We Love (⭐66k)
• Talks (⭐5.8k)
• Algorithms (⭐13k)
  • Education (⭐443) - Learning and practicing.
• Algorithm Visualizations (⭐1.5k)
• Artificial Intelligence (⭐7.1k)
• Search Engine Optimization (⭐2k)
• Competitive Programming (⭐10k)
• Math (⭐6.5k)
• Recursion Schemes (⭐1.1k) - Traversing nested data structures.
• Audit Algorithms (⭐49) - Algorithmic audits of algorithms.
• AGI & CoCoSci (⭐100) - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).

Books

• Free Programming Books (⭐255k)
• Go Books (⭐13k)
• R Books (⭐196)
• Mind Expanding Books (⭐9.4k)
• Book Authoring (⭐283)
• Elixir Books (⭐1.2k)

Editors

• Sublime Text (⭐953)
• Vim (⭐15k)
• Neovim (⭐7.7k) - Vim-fork focused on extensibility and usability.
• Emacs (⭐7.4k)
• Atom (⭐1.9k) - Open-source and hackable text editor.
• Visual Studio Code (⭐21k) - Cross-platform open-source text editor.

Gaming

• Game Development (⭐11k)
• Game Talks (⭐923)
• Godot (⭐3.9k) - Game engine.
• Open Source Games (⭐756)
• Unity (⭐5.4k) - Game engine.
• Chess (⭐264)
• LÖVE (⭐2.5k) - Game engine.
• PICO-8 (⭐2.2k) - Fantasy console.
• Game Boy Development (⭐3.3k)
• Construct 2 (⭐50) - Game engine.
• Gideros (⭐23) - Game engine.
• Minecraft (⭐268) - Sandbox video game.
• Game Datasets (⭐432) - Materials and datasets for Artificial Intelligence in games.
• Haxe Game Development (⭐318) - A high-level strongly typed programming language used to produce cross-platform native code.
• libGDX (⭐645) - Java game framework.
• PlayCanvas (⭐175) - Game engine.
• Game Remakes (⭐320) - Actively maintained open-source game remakes.
• Flame (⭐625) - Game engine for Flutter.
• Discord Communities (⭐1.8k) - Chat with friends and communities.
• CHIP-8 (⭐88) - Virtual computer game machine from the 70s.
• Games of Coding (⭐1.5k) - Learn a programming language by making games.
• Esports (⭐29) - Video games played as a sport.
• Learn Gamedev (⭐1.6k) - The craft of video game creation.

Development Environment

• Quick Look Plugins (⭐17k) - For macOS.
• Dev Env (⭐2.4k)
• Dotfiles (⭐7.4k)
• Shell (⭐25k)
• Fish (⭐3.2k) - User-friendly shell.
• Command-Line Apps (⭐10k)
• ZSH Plugins (⭐12k)
• GitHub (⭐731) - Hosting service for Git repositories.
  • Browser Extensions (⭐2.5k)
  • Cheat Sheet (⭐38k)
  • Pinned Gists (⭐1.5k) - Dynamic pinned gists for your GitHub profile.
• Git Cheat Sheet & Git Flow (⭐6.2k)
• Git Tips (⭐21k)
• Git Add-ons (⭐1.6k) - Enhance the git CLI.
• Git Hooks (⭐815) - Scripts for automating tasks during git workflows.
• SSH (⭐2k)
• FOSS for Developers (⭐750)
• Hyper (⭐10k) - Cross-platform terminal app built on web technologies.
• PowerShell (⭐3.6k) - Cross-platform object-oriented shell.
• Alfred Workflows (⭐2.6k) - Productivity app for macOS.
• Terminals Are Sexy (⭐11k)
• GitHub Actions (⭐20k) - Create tasks to automate your workflow and share them with others on GitHub.

Entertainment

• Science Fiction (⭐3.5k) - Scifi.
• Fantasy (⭐978)
• Podcasts (⭐405)
• Email Newsletters (⭐3.1k)
• IT Quotes (⭐445)

Databases

• Database (⭐1k)
• MySQL (⭐2k)
• SQLAlchemy (⭐2.5k)
• InfluxDB (⭐762)
• Neo4j (⭐454)
• MongoDB (⭐2.1k) - NoSQL database.
• RethinkDB (⭐109)
• TinkerPop (⭐162) - Graph computing framework.
• PostgreSQL (⭐8.2k) - Object-relational database.
• CouchDB (⭐150) - Document-oriented NoSQL database.
• HBase (⭐157) - Distributed, scalable, big data store.
• NoSQL Guides (⭐187) - Help on using non-relational, distributed, open-source, and horizontally scalable databases.
• Database Tools (⭐2.4k) - Everything that makes working with databases easier.
• TypeDB (⭐45) - Logical database to organize large and complex networks of data as one body of knowledge.
• Cassandra (⭐203) - Open-source, distributed, wide column store, NoSQL database management system.
• TDengine (⭐39) - An open-source time-series database with high-performance, scalability, and SQL support.

Media

• Creative Commons Media (⭐461)
• Fonts (⭐1k)
• Codeface (⭐5.8k) - Text editor fonts.
• Stock Resources (⭐11k)
• GIF (⭐534) - Image format known for animated images.
• Music (⭐1.3k)
• Open Source Documents (⭐1.8k)
• Audio Visualization (⭐4.1k)
• Broadcasting (⭐1.2k)
• Pixel Art (⭐788) - Pixel-level digital art.
• FFmpeg (⭐785) - Cross-platform solution to record, convert and stream audio and video.
• Icons (⭐471) - Downloadable SVG/PNG/font icon projects.
• Audiovisual (⭐108) - Lighting, audio and video in professional environments.
• VLC (⭐65) - Cross-platform media player software and streaming server.

Learn

• CLI Workshoppers (⭐1.2k) - Interactive tutorials.
• Learn to Program (⭐2.7k)
• Speaking (⭐1.3k)
• Tech Videos (⭐581)
• Dive into Machine Learning (⭐11k)
• Computer History (⭐2.4k)
• Programming for Kids (⭐900)
• Educational Games (⭐671) - Learn while playing.
• JavaScript Learning (⭐4.3k)
• CSS Learning (⭐2.4k) - Mainly about CSS – the language and the modules.
• Product Management (⭐873) - Learn how to be a better product manager.
• Roadmaps (⭐2.6k) - Gives you a clear route to improve your knowledge and skills.
• YouTubers (⭐3.6k) - Watch video tutorials from YouTubers that teach you about technology.

Security

• Application Security (⭐5.3k)
• Security (⭐9.1k)
• CTF (⭐7.5k) - Capture The Flag.
• Cyber Security University (⭐256) - Free educational resources that focus on learning by doing.
• Malware Analysis (⭐9.2k)
• Android Security (⭐6.5k)
• Hacking (⭐9.3k)
• Hacking Spots (⭐970)
• Honeypots (⭐6.5k) - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
• Incident Response (⭐5.7k)
• Vehicle Security and Car Hacking (⭐2.3k)
• Web Security (⭐9k) - Security of web apps & services.
• Lockpicking (⭐972) - The art of unlocking a lock by manipulating its components without the key.
• Cybersecurity Blue Team (⭐2.9k) - Groups of individuals who identify security flaws in information technology systems.
• Fuzzing (⭐592) - Automated software testing technique that involves feeding pseudo-randomly generated input data.
• Embedded and IoT Security (⭐986)
• GDPR (⭐117) - Regulation on data protection and privacy for all individuals within EU.
• DevSecOps (⭐766) - Integration of security practices into DevOps.
• Executable Packing (⭐680) - Packing and unpacking executable formats.
• Malware Persistence (⭐43) - Techniques that adversaries use to keep access to systems across restarts.
• EVM Security (⭐78) - Understanding the Ethereum Virtual Machine security ecosystem.

Content Management Systems

• Umbraco (⭐202)
• Refinery CMS (⭐29) - Ruby on Rails CMS.
• Wagtail (⭐1.7k) - Django CMS focused on flexibility and user experience.
• Textpattern (⭐72) - Lightweight PHP-based CMS.
• Drupal (⭐79) - Extensible PHP-based CMS.
• Craft CMS (⭐487) - Content-first CMS.
• Sitecore (⭐54) - .NET digital marketing platform that combines CMS with tools for managing multiple websites.
• Silverstripe CMS (⭐40) - PHP MVC framework that serves as a classic or headless CMS.
• Directus (⭐171) - A real-time API and app dashboard for managing SQL database content.
• Plone (⭐16) - Open source Python CMS.

Hardware

• Robotics (⭐3k)
• Internet of Things (⭐2.6k)
• Electronics (⭐4.4k) - For electronic engineers and hobbyists.
• Bluetooth Beacons (⭐841)
• Electric Guitar Specifications (⭐174) - Checklist for building your own electric guitar.
• Plotters (⭐769) - Computer-controlled drawing machines and other visual art robots.
• Robotic Tooling (⭐2.3k) - Free and open tools for professional robotic development.
• LIDAR (⭐395) - Sensor for measuring distances by illuminating the target with laser light.
• Open Hardware (⭐127) - Open-source hardware projects.

Business

• Open Companies (⭐714)
• Places to Post Your Startup (⭐5.1k)
• OKR Methodology (⭐1.4k) - Goal setting & communication best practices.
• Leading and Managing (⭐6.4k) - Leading people and being a manager in a technology company/environment.
• Indie (⭐8k) - Independent developer businesses.
• Tools of the Trade (⭐16k) - Tools used by companies on Hacker News.
• Clean Tech (⭐370) - Fighting climate change with technology.
• Wardley Maps (⭐507) - Provides high situational awareness to help improve strategic planning and decision making.
• Social Enterprise (⭐46) - Building an organization primarily focused on social impact that is at least partially self-funded.
• Engineering Team Management (⭐1.2k) - How to transition from software development to engineering management.
• Developer-First Products (⭐314) - Products that target developers as the user.
• Billing (⭐414) - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.

Work

• Slack (⭐776) - Team collaboration.
  • Communities (⭐295)
• Remote Jobs (⭐23k)
• Productivity (⭐1.7k)
• Niche Job Boards (⭐678)
• Programming Interviews (⭐51k)
• Code Review (⭐3.7k) - Reviewing code.
• Creative Technology (⭐195) - Businesses & groups that specialize in combining computing, design, art, and user experience.
• Internships (⭐233) - CV writing guides and companies that hire interns.

Networking

• Software-Defined Networking (⭐1.1k)
• Network Analysis (⭐2.8k)
• PCAPTools (⭐2.6k)
• Real-Time Communications (⭐206) - Network protocols for near simultaneous exchange of media and data.
• SNMP (⭐19) - A protocol for collecting, modifying, and organizing information about managed devices on IP networks.
• Scapy (⭐85) - Python-based interactive packet manipulation.

Decentralized Systems

• Bitcoin (⭐959) - Bitcoin services and tools for software developers.
• Ripple (⭐169) - Open source distributed settlement network.
• Non-Financial Blockchain (⭐576) - Non-financial blockchain applications.
• Mastodon (⭐580) - Open source decentralized microblogging network.
• Ethereum (⭐229) - Distributed computing platform for smart contract development.
• Blockchain AI (⭐543) - Blockchain projects for artificial intelligence and machine learning.
• EOSIO (⭐66) - A decentralized operating system supporting industrial-scale apps.
• Corda (⭐67) - Open source blockchain platform designed for business.
• Waves (⭐68) - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
• Substrate (⭐598) - Framework for writing scalable, upgradeable blockchains in Rust.
• Golem (⭐140) - Open source peer-to-peer marketplace for computing resources.
• Stacks (⭐74) - A smart contract platform secured by Bitcoin.
• Algorand (⭐100) - An open-source, proof of stake blockchain and smart contract computing platform.

Health and Social Science

• Biomedical Information Extraction (⭐221) - How to extract information from unstructured biomedical data and text.
• Computational Neuroscience (⭐462) - A multidisciplinary science which uses computational approaches to study the nervous system.
• Diversity (⭐575) - Creating a more inclusive and diverse tech community.
• Digital History (⭐151) - Computer-aided scientific investigation of history.
• Empathy in Engineering (⭐488) - Building and promoting more compassionate engineering cultures.
• Healthcare (⭐2k) - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.
• Humane Technology (⭐2.9k) - Open source projects that help improve society.
• Mental Health (⭐2.5k) - Mental health awareness and self-care in the software industry.
• Neuroscience (⭐962) - Study of the nervous system and brain.

Events

• Creative Tech Events (⭐113) - Events around the globe for creative coding, tech, design, music, arts and cool stuff.
• Events in Italy (⭐146) - Tech-related events in Italy.
• Events in the Netherlands (⭐50) - Tech-related events in the Netherlands.

Testing

• Testing (⭐1k) - Software testing.
• Visual Regression Testing (⭐1.8k) - Ensures changes did not break the functionality or style.
• Selenium (⭐854) - Open-source browser automation framework and ecosystem.
• Appium (⭐389) - Test automation tool for apps.
• TAP (⭐584) - Test Anything Protocol.
• JMeter (⭐578) - Load testing and performance measurement tool.
• k6 (⭐300) - Open-source, developer-centric performance monitoring and load testing solution.
• Playwright (⭐297) - Node.js library to automate Chromium, Firefox and WebKit with a single API.
• Quality Assurance Roadmap (⭐1.2k) - How to start & build a career in software testing.
• Gatling (⭐43) - Open-source load and performance testing framework based on Scala, Akka, and Netty.

Miscellaneous

• Scientific Writing (⭐472) - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.
• JSON (⭐1.2k) - Text based data interchange format.
  • GeoJSON (⭐1.9k)
  • Datasets (⭐2.7k)
• CSV (⭐457) - A text file format that stores tabular data and uses a comma to separate values.
• Discounts for Student Developers (⭐2.4k)
• Radio (⭐192)
• Awesome (⭐225k) - Recursion illustrated.
• Analytics (⭐3.4k)
• REST (⭐3.2k)
• Continuous Integration and Continuous Delivery (⭐1.5k)
• Services Engineering (⭐3.4k)
• Free for Developers (⭐62k)
• Answers (⭐720) - Stack Overflow, Quora, etc.
• Sketch (⭐731) - Design app for macOS.
• Boilerplate Projects (⭐1k)
• Readme (⭐13k)
• Design and Development Guides (⭐2k)
• Software Engineering Blogs (⭐22k)
• Self Hosted (⭐108k)
• FOSS Production Apps (⭐223)
• Gulp (⭐596) - Task runner.
• AMA (⭐1.4k) - Ask Me Anything.
  • Answers (⭐125)
• Open Source Photography (⭐416)
• OpenGL (⭐1.7k) - Cross-platform API for rendering 2D and 3D graphics.
• GraphQL (⭐14k)
• Urban & Regional Planning (⭐116) - Concerning the built environment and communities.
• Transit (⭐914)
• Research Tools (⭐1.5k)
• Data Visualization (⭐3.2k)
• Microservices (⭐12k)
• Unicode (⭐814) - Unicode standards, quirks, packages and resources.
  • Code Points (⭐726)
• Beginner-Friendly Projects (⭐46k)
• Katas (⭐2.1k)
• Tools for Activism (⭐891)
• Citizen Science (⭐161) - For community-based and non-institutional scientists.
• MQTT (⭐1.9k) - "Internet of Things" connectivity protocol.
• For Girls (⭐481)
• Vorpal (⭐134) - Node.js CLI framework.
• Vulkan (⭐2.7k) - Low-overhead, cross-platform 3D graphics and compute API.
• LaTeX (⭐1.1k) - Typesetting language.
• Economics (⭐962) - An economist's starter kit.
• Funny Markov Chains (⭐188)
• Bioinformatics (⭐2.2k)
• Cheminformatics (⭐453) - Informatics techniques applied to problems in chemistry.
• Colorful (⭐867) - Choose your next color scheme.
• Steam (⭐419) - Digital distribution platform.
• Bots (⭐1.1k) - Building bots.
• Site Reliability Engineering (⭐9.2k)
• DTrace (⭐140) - Dynamic tracing framework.
• Userscripts (⭐963) - Enhance your browsing experience.
• Pokémon (⭐505) - Pokémon and Pokémon GO.
• ChatOps (⭐787) - Managing technical and business operations through a chat.
• Falsehood (⭐19k) - Falsehoods programmers believe in.
• Domain-Driven Design (⭐9.3k) - Software development approach for complex needs by connecting the implementation to an evolving model.
• Quantified Self (⭐1.7k) - Self-tracking through technology.
• SaltStack (⭐489) - Python-based config management system.
• Web Design (⭐2.1k) - For digital designers.
• Creative Coding (⭐10k) - Programming something expressive instead of something functional.
• No-Login Web Apps (⭐1.9k) - Web apps that work without login.
• Free Software (⭐1.1k) - Free as in freedom.
• Framer (⭐516) - Prototyping interactive UI designs.
• Markdown (⭐620) - Markup language.
• Dev Fun (⭐532) - Funny developer projects.
• Magento 2 (⭐1k) - Open Source eCommerce built with PHP.
• TikZ (⭐1.1k) - Graph drawing packages for TeX/LaTeX/ConTeXt.
• Ad-Free (⭐339) - Ad-free alternatives.
• Esolangs (⭐385) - Programming languages designed for experimentation or as jokes rather than actual use.
• Prometheus (⭐1.2k) - Open-source monitoring system.
• Homematic (⭐159) - Smart home devices.
• Ledger (⭐127) - Double-entry accounting on the command-line.
• Web Monetization (⭐235) - A free open web standard service that allows you to send money directly in your browser.
• Uncopyright (⭐383) - Public domain works.
• Crypto Currency Tools & Algorithms (⭐3.6k) - Digital currency where encryption is used to regulate the generation of units and verify transfers.
• Open Source Supporters (⭐543) - Companies that offer their tools and services for free to open source projects.
• Design Principles (⭐449) - Create better and more consistent designs and experiences.
• Theravada (⭐112) - Teachings from the Theravada Buddhist tradition.
• inspectIT (⭐22) - Open source Java app performance management tool.
• Open Source Maintainers (⭐1.1k) - The experience of being an open source maintainer.
• Calculators (⭐109) - Calculators for every platform.
• Captcha (⭐906) - A type of challenge–response test used in computing to determine whether or not the user is human.
• Jupyter (⭐3k) - Create and share documents that contain code, equations, visualizations and narrative text.
• FIRST Robotics Competition (⭐86) - International high school robotics championship.
• Speakers (⭐750) - Conference and meetup speakers in the programming and design community.
• Board Games (⭐202) - Table-top gaming fun for all.
• Software Patreons (⭐440) - Fund individual programmers or the development of open source projects.
• Parasite (⭐24) - Parasites and host-pathogen interactions.
• Food (⭐120) - Food-related projects on GitHub.
• Bitcoin Payment Processors (⭐271) - Start accepting Bitcoin.
• Scientific Computing (⭐907) - Solving complex scientific problems using computers.
• Amazon Sellers (⭐197)
• Agriculture (⭐889) - Open source technology for farming and gardening.
• Product Design (⭐1.9k) - Design a product from the initial concept to production.
• Prisma (⭐490) - Turn your database into a GraphQL API.
• Software Architecture (⭐1.7k) - The discipline of designing and building software.
• Connectivity Data and Reports (⭐76) - Better understand who has access to telecommunication and internet infrastructure and on what terms.
• Stacks (⭐2.9k) - Tech stacks for building different apps and features.
• Cytodata (⭐43) - Image-based profiling of biological phenotypes for computational biologists.
• IRC (⭐693) - Open source messaging protocol.
• Advertising (⭐76) - Advertising and programmatic media for websites.
• Earth (⭐1.2k) - Find ways to resolve the climate crisis.
• Naming (⭐1.1k) - Naming things in computer science done right.
• Web Archiving (⭐1.3k) - An effort to preserve the Web for future generations.
• WP-CLI (⭐158) - Command-line interface for WordPress.
• Credit Modeling (⭐68) - Methods for classifying credit applicants into risk classes.
• Ansible (⭐731) - A Python-based, open source IT configuration management and automation platform.
• Biological Visualizations (⭐100) - Interactive visualization of biological data on the web.
• QR Code (⭐46) - A type of matrix barcode that can be used to store and share a small amount of information.
• Veganism (⭐44) - Making the plant-based lifestyle easy and accessible.
• Translations (⭐61) - The transfer of the meaning of a text from one language to another.
• Scriptable (⭐705) - An iOS app for automations in JavaScript.
• WebXR (⭐101) - Enables immersive virtual reality and augmented reality content on the web.
• Computational Geometry (⭐18) - Computational approaches for problems in geometry.
• OpenStreetMap (⭐366) - An open data mapping project utilized by many apps and devices.
• Computational Biology (⭐17) - Computational approaches applied to problems in biology.

Related

• All Awesome Lists - All the Awesome lists on GitHub.
• Awesome Indexed - Search the Awesome dataset.
• Awesome Search - Quick search for Awesome lists.
• StumbleUponAwesome (⭐245) - Discover random pages from the Awesome dataset using a browser extension.
• Awesome CLI (⭐354) - A simple command-line tool to dive into Awesome lists.
• Awesome Viewer - A visualizer for all of the above Awesome lists.
• Track Awesome List - View the latest updates of Awesome lists.