&color=yellow) 
12 |  [](https://github.com/sindresorhus/awesome)
13 |
14 | 
15 |
16 | ## Table of Contents
17 |
18 | 01. [Learning Resources](#01-learning-resources)
19 | 02. [Programming Languages](#02-programming-languages)
20 | 03. [Front-End Development](#03-front-end-development)
21 | 04. [Back-End Development](#04-back-end-development)
22 | 05. [Libraries](#05-libraries)
23 | 06. [Platforms](#06-platforms)
24 | 07. [Development Environment](#07-development-environment)
25 | 08. [Security](#08-security)
26 | 09. [Computer Science](#09-computer-science)
27 | 10. [Gaming](#10-gaming)
28 | 11. [Machine Learning](#11-machine-learning)
29 | 12. [Big Data](#12-big-data)
30 | 13. [Business Tools](#13-business-tools)
31 | 14. [Testing](#14-testing)
32 | 15. [Hardware](#15-hardware)
33 | 16. [Other](#16-other)
34 |
35 | 
36 |
37 | ## 01. Learning Resources
38 |
39 | - [CLI Workshoppers](https://github.com/therebelrobot/awesome-workshopper#readme) - Interactive tutorials.
40 | - [Learn to Program](https://github.com/karlhorky/learn-to-program#readme) - Educational resources to learn to program
41 | - [Speaking](https://github.com/matteofigus/awesome-speaking#readme) - A collection of awesome resources about public speaking
42 | - [Tech Videos](https://github.com/lucasviola/awesome-tech-videos#readme) - A curated list of tech videos from youtube, vimeo, etc
43 | - [Dive into Machine Learning](https://github.com/hangtwenty/dive-into-machine-learning#readme) - Free ways to dive into machine learning with Python and Jupyter Notebook.
44 | - [Computer History](https://github.com/watson/awesome-computer-history#readme) - A curated list of computer history videos, documentaries and related folklore.
45 | - [Programming for Kids](https://github.com/HollyAdele/awesome-programming-for-kids#readme) - A curated list of resources for teaching kids programming.
46 | - [STEAM](https://github.com/RahulBirCodes/awesome-steam#readme) - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels.
47 | - [Educational Games](https://github.com/yrgo/awesome-educational-games#readme) - Learn while playing.
48 | - [JavaScript Learning](https://github.com/micromata/awesome-javascript-learning#readme) - Learn JavaScript and its frameworks.
49 | - [CSS Learning](https://github.com/micromata/awesome-css-learning#readme) - Mainly about CSS – the language and the modules.
50 | - [Product Management](https://github.com/dend/awesome-product-management#readme) - Learn how to be a better product manager.
51 | - [Roadmaps](https://github.com/liuchong/awesome-roadmaps#readme) - Gives you a clear route to improve your knowledge and skills.
52 | - [Developer Roadmap](https://github.com/kamranahmedse/developer-roadmap) - Roadmap to becoming a web developer
53 | - [Linkedin Skill assessments - Answers](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes.git) - Answers to the LinkedIn assessment quiz questions.
54 | - [Coding Interview University](https://github.com/jwasham/coding-interview-university.git) - A complete computer science study plan to become a software engineer.
55 | - [YouTubers](https://github.com/JoseDeFreitas/awesome-youtubers#readme) - Watch video tutorials from YouTubers that teach you about technology.
56 | - [Hackathon](https://github.com/dribdat/awesome-hackathon#readme) - Running fun and productive hackathons.
57 | - [Certificates](https://github.com/PanXProject/awesome-certificates#readme) - Free computer science certifications to showcase your knowledge.
58 |
59 |
60 |
61 | [](#01-learning-resources)
62 | [](#table-of-contents)
63 | 
64 |
65 |
66 | ## 02. Programming Languages
67 |
68 | - [JavaScript](https://github.com/sorrycc/awesome-javascript#readme) - Language used to make web pages interactive.
69 | - [Promises](https://github.com/wbinnssmith/awesome-promises#readme) - Async alternative to callbacks.
70 | - [Standard Style](https://github.com/standard/awesome-standard#readme) - Style guide and linter.
71 | - [Must Watch Talks](https://github.com/bolshchikov/js-must-watch#readme) - Must-watch videos about JavaScript.
72 | - [Tips](https://github.com/loverajoel/jstips#readme) - Tips to avoid common mistakes.
73 | - [Network Layer](https://github.com/Kikobeats/awesome-network-js#readme) - For HTTP, WebSocket, WebRTC, and TCP.
74 | - [Micro npm Packages](https://github.com/parro-it/awesome-micro-npm-packages#readme) - Small modules.
75 | - [Mad Science npm Packages](https://github.com/feross/awesome-mad-science#readme) - Impossible sounding projects that exist.
76 | - [Maintenance Modules](https://github.com/maxogden/maintenance-modules#readme) - For npm packages.
77 | - [npm](https://github.com/sindresorhus/awesome-npm#readme) - Package manager.
78 | - [AVA](https://github.com/avajs/awesome-ava#readme) - Test runner.
79 | - [ESLint](https://github.com/dustinspecker/awesome-eslint#readme) - Linter.
80 | - [Functional Programming](https://github.com/stoeffel/awesome-fp-js#readme) - Functional programming style libraries, techniques, and utilities.
81 | - [Observables](https://github.com/sindresorhus/awesome-observables#readme) - Reactive programming with observables.
82 | - [npm scripts](https://github.com/RyanZim/awesome-npm-scripts#readme) - Task runner.
83 | - [30 Seconds of Code](https://github.com/30-seconds/30-seconds-of-code#readme) - Code snippets you can understand in 30 seconds.
84 | - [Ponyfills](https://github.com/Richienb/awesome-ponyfills#readme) - Like polyfills but without overriding native APIs.
85 | - [Swift](https://github.com/matteocrippa/awesome-swift#readme) - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.
86 | - [Education](https://github.com/hsavit1/Awesome-Swift-Education#readme) - Educational materials.
87 | - [Playgrounds](https://github.com/uraimo/Awesome-Swift-Playgrounds#readme) - Interactive Swift playgrounds.
88 | - [Python](https://github.com/vinta/awesome-python#readme) - General-purpose programming language designed for readability.
89 | - [Asyncio](https://github.com/timofurrer/awesome-asyncio#readme) - Asynchronous I/O in Python 3.
90 | - [Scientific Audio](https://github.com/faroit/awesome-python-scientific-audio#readme) - Scientific research in audio/music.
91 | - [CircuitPython](https://github.com/adafruit/awesome-circuitpython#readme) - A version of Python for microcontrollers.
92 | - [Data Science](https://github.com/krzjoa/awesome-python-data-science#readme) - Data analysis and machine learning.
93 | - [Typing](https://github.com/typeddjango/awesome-python-typing#readme) - Optional static typing for Python.
94 | - [MicroPython](https://github.com/mcauser/awesome-micropython#readme) - A lean and efficient implementation of Python 3 for microcontrollers.
95 | - [Rust](https://github.com/rust-unofficial/awesome-rust#readme) - Low-level language with a focus on performance and safety.
96 | - [Haskell](https://github.com/krispo/awesome-haskell#readme) - General-purpose language with lazy evaluation and strong static typing.
97 | - [PureScript](https://github.com/passy/awesome-purescript#readme) - Small strongly, statically typed language with expressive types, written in and inspired by Haskell, and compiling to Javascript.
98 | - [Go](https://github.com/avelino/awesome-go#readme) - Open source programming language to build simple/reliable/efficient software.
99 | - [Scala](https://github.com/lauris/awesome-scala#readme) - General-purpose programming language with strong static type system.
100 | - [Scala Native](https://github.com/tindzk/awesome-scala-native#readme) - Optimizing ahead-of-time compiler for Scala based on LLVM.
101 | - [Ruby](https://github.com/markets/awesome-ruby#readme) - A dynamic, interpreted, open source programming language with a focus on simplicity and productivity.
102 | - [Clojure](https://github.com/razum2um/awesome-clojure#readme) - Dynamic, general-purpose programming language, combining the approachability and interactive development of a scripting language with an efficient and robust infrastructure for multithreaded programming.
103 | - [ClojureScript](https://github.com/hantuzun/awesome-clojurescript#readme) - A compiler for Clojure that targets JavaScript.
104 | - [Elixir](https://github.com/h4cc/awesome-elixir#readme) - Dynamic, functional language designed for building scalable and maintainable applications.
105 | - [Elm](https://github.com/sporto/awesome-elm#readme) - Functional language that compiles to JavaScript.
106 | - [Erlang](https://github.com/drobakowski/awesome-erlang#readme) - General-purpose, concurrent, declarative, functional language.
107 | - [Julia](https://github.com/svaksha/Julia.jl#readme) - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
108 | - [Lua](https://github.com/LewisJEllis/awesome-lua#readme) - Lightweight multi-paradigm programming language designed as a scripting language with extensible semantics as a primary goal.
109 | - [C](https://github.com/inputsh/awesome-c#readme) - One of the oldest programming languages still in common use, C provides low-level access to system memory and functionality.
110 | - [C/C++](https://github.com/fffaraz/awesome-cpp#readme) - General-purpose language with a bias toward system programming and embedded, resource-constrained software.
111 | - [R](https://github.com/qinwf/awesome-R#readme) - Functional programming language and environment for statistical computing and graphics.
112 | - [Learning](https://github.com/iamericfletcher/awesome-r-learning-resources#readme)
113 | - [D](https://github.com/dlang-community/awesome-d#readme) - General-purpose systems programming language with a C-like syntax that compiles to native code.
114 | - [Common Lisp](https://github.com/CodyReichert/awesome-cl#readme) - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
115 | - [Learning](https://github.com/GustavBertram/awesome-common-lisp-learning#readme)
116 | - [Perl](https://github.com/hachiojipm/awesome-perl#readme) - Highly capable, feature-rich programming language with over 30 years of development.
117 | - [Groovy](https://github.com/kdabir/awesome-groovy#readme) - Powerful multi-paradigm programming language for the JVM.
118 | - [Dart](https://github.com/yissachar/awesome-dart#readme) - Client-optimized language for fast apps on any platform.
119 | - [Java](https://github.com/akullpp/awesome-java#readme) - Popular secure object-oriented language designed for flexibility to "write once, run anywhere".
120 | - [RxJava](https://github.com/eleventigers/awesome-rxjava#readme) - Reactive Extensions for the JVM.
121 | - [Kotlin](https://github.com/KotlinBy/awesome-kotlin#readme) - Statically typed programming language for the JVM, Android and the browser.
122 | - [OCaml](https://github.com/ocaml-community/awesome-ocaml#readme) - General-purpose language with an emphasis on expressiveness and safety.
123 | - [ColdFusion](https://github.com/seancoyne/awesome-coldfusion#readme) - Commercial rapid web application development platform.
124 | - [Fortran](https://github.com/rabbiabram/awesome-fortran#readme) - General-purpose, compiled imperative programming language that is especially suited to numeric computation and scientific computing.
125 | - [PHP](https://github.com/ziadoz/awesome-php#readme) - Server-side scripting language.
126 | - [Composer](https://github.com/jakoch/awesome-composer#readme) - Package manager.
127 | - [Pascal](https://github.com/Fr0sT-Brutal/awesome-pascal#readme) - Imperative and procedural programming language, designed as a small and efficient language intended to encourage good programming practices using structured programming and data structuring.
128 | - [AutoHotkey](https://github.com/ahkscript/awesome-AutoHotkey#readme) - Scripting language for desktop automation.
129 | - [AutoIt](https://github.com/J2TeaM/awesome-AutoIt#readme) - Scripting language for automating the Windows GUI and general scripting.
130 | - [Crystal](https://github.com/veelenga/awesome-crystal#readme) - General-purpose, object-oriented programming language, designed and developed by Ary Borenszweig, Juan Wajnerman, Brian Cardiff and more than 300 contributors.
131 | - [Frege](https://github.com/sfischer13/awesome-frege#readme) - Haskell for the JVM.
132 | - [CMake](https://github.com/onqtam/awesome-cmake#readme) - Build, test, and package software.
133 | - [ActionScript 3](https://github.com/robinrodricks/awesome-actionscript3#readme) - Object-oriented language targeting Adobe AIR.
134 | - [Eta](https://github.com/sfischer13/awesome-eta#readme) - Functional programming language for the JVM.
135 | - [Idris](https://github.com/joaomilho/awesome-idris#readme) - General purpose pure functional programming language with dependent types influenced by Haskell and ML.
136 | - [Ada/SPARK](https://github.com/ohenley/awesome-ada#readme) - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
137 | - [Q#](https://github.com/ebraminio/awesome-qsharp#readme) - Domain-specific programming language used for expressing quantum algorithms.
138 | - [Imba](https://github.com/koolamusic/awesome-imba#readme) - Programming language inspired by Ruby and Python and compiles to performant JavaScript.
139 | - [Vala](https://github.com/desiderantes/awesome-vala#readme) - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
140 | - [Coq](https://github.com/coq-community/awesome-coq#readme) - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
141 | - [V](https://github.com/vlang/awesome-v#readme) - Simple, fast, safe, compiled language for developing maintainable software.
142 | - [Zig](https://github.com/catdevnull/awesome-zig#readme) - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
143 | - [Move](https://github.com/MystenLabs/awesome-move#readme) - Domain-specific programming language for writing safe smart contracts.
144 |
145 |
146 |
147 |
148 | [](#02-programming-languages)
149 | [](#table-of-contents)
150 | 
151 |
152 |
153 | ## 03. Front-End Development
154 |
155 | - [ES6 Tools](https://github.com/addyosmani/es6-tools#readme) - A delightful list of ESLint plugins, configs, etc.
156 | - [Web Performance Optimization](https://github.com/davidsonfellipe/awesome-wpo#readme) - For making web apps load faster.
157 | - [Web Tools](https://github.com/lvwzhen/tools#readme) - A collection of useful single-purpose online tools for web development.
158 | - [CSS](https://github.com/awesome-css-group/awesome-css#readme) - Style sheet language that specifies how HTML elements are displayed on screen.
159 | - [Critical-Path Tools](https://github.com/addyosmani/critical-path-css-tools#readme) - Tools to prioritize above-the-fold content in CSS.
160 | - [Scalability](https://github.com/davidtheclark/scalable-css-reading-list#readme) - Guides for writing scalable CSS.
161 | - [Must-Watch Talks](https://github.com/AllThingsSmitty/must-watch-css#readme) - Must-watch talks about CSS.
162 | - [Protips](https://github.com/AllThingsSmitty/css-protips#readme) - Simple but useful tips to improve CSS.
163 | - [Frameworks](https://github.com/troxler/awesome-css-frameworks#readme)
164 | - [React](https://github.com/enaqx/awesome-react#readme) - JavaScript library for building user interfaces.
165 | - [Relay](https://github.com/expede/awesome-relay#readme) - Framework for building data-driven React apps.
166 | - [React Hooks](https://github.com/glauberfc/awesome-react-hooks#readme) - Lets you use state and other React features without writing a class.
167 | - [Web Components](https://github.com/web-padawan/awesome-web-components#readme) - Frameworks and libraries for reusable web components.
168 | - [Polymer](https://github.com/Granze/awesome-polymer#readme) - JavaScript library to develop Web Components.
169 | - [Angular](https://github.com/PatrickJS/awesome-angular#readme) - App framework.
170 | - [Backbone](https://github.com/sadcitizen/awesome-backbone#readme) - App framework.
171 | - [HTML5](https://github.com/diegocard/awesome-html5#readme) - Markup language used for websites & web apps.
172 | - [SVG](https://github.com/willianjusten/awesome-svg#readme) - XML-based vector image format.
173 | - [Canvas](https://github.com/raphamorim/awesome-canvas#readme) - JavaScript library for drawing graphics.
174 | - [KnockoutJS](https://github.com/dnbard/awesome-knockout#readme) - JavaScript library.
175 | - [Dojo Toolkit](https://github.com/petk/awesome-dojo#readme) - JavaScript toolkit.
176 | - [Inspiration](https://github.com/NoahBuscher/Inspire#readme) - Practical examples of website and app design.
177 | - [Ember](https://github.com/ember-community-russia/awesome-ember#readme) - App framework.
178 | - [Android UI](https://github.com/wasabeef/awesome-android-ui#readme) - UI libraries for Android.
179 | - [iOS UI](https://github.com/cjwirth/awesome-ios-ui#readme) - UI libraries for iOS.
180 | - [Meteor](https://github.com/Urigo/awesome-meteor#readme) - App framework.
181 | - [BEM](https://github.com/sturobson/BEM-resources#readme) - CSS methodology.
182 | - [Flexbox](https://github.com/afonsopacifer/awesome-flexbox#readme) - CSS layout mechanism.
183 | - [Web Typography](https://github.com/deanhume/typography#readme) - Info about using beautiful typography on the web.
184 | - [Web Accessibility](https://github.com/brunopulis/awesome-a11y#readme) - Designing/developing accessible web sites.
185 | - [Material Design](https://github.com/sachin1092/awesome-material#readme) - Visual language and design system.
186 | - [D3](https://github.com/wbkd/awesome-d3#readme) - Library for producing dynamic, interactive data visualizations.
187 | - [Emails](https://github.com/jonathandion/awesome-emails#readme) - Creating and sending emails.
188 | - [jQuery](https://github.com/petk/awesome-jquery#readme) - Easy to use JavaScript library for DOM manipulation.
189 | - [Tips](https://github.com/AllThingsSmitty/jquery-tips-everyone-should-know#readme) - Advice for using jQuery.
190 | - [Web Audio](https://github.com/notthetup/awesome-webaudio#readme) - Web Audio API.
191 | - [Offline-First](https://github.com/pazguille/offline-first#readme) - Design an app that works without internet connection.
192 | - [Static Website Services](https://github.com/agarrharr/awesome-static-website-services#readme) - Services for hosting websites using only static files.
193 | - [Cycle.js](https://github.com/cyclejs-community/awesome-cyclejs#readme) - Functional and reactive JavaScript framework.
194 | - [Text Editing](https://github.com/dok/awesome-text-editing#readme) - Resources for creating text/spreadsheets/presentations.
195 | - [Motion UI Design](https://github.com/fliptheweb/motion-ui-design#readme) - Design principles for human perception.
196 | - [Vue.js](https://github.com/vuejs/awesome-vue#readme) - App framework.
197 | - [Marionette.js](https://github.com/sadcitizen/awesome-marionette#readme) - App framework.
198 | - [Aurelia](https://github.com/aurelia-contrib/awesome-aurelia#readme) - App framework.
199 | - [Charting](https://github.com/zingchart/awesome-charting#readme) - Charting libraries.
200 | - [Ionic Framework 2](https://github.com/candelibas/awesome-ionic#readme) - App framework.
201 | - [Chrome DevTools](https://github.com/ChromeDevTools/awesome-chrome-devtools#readme) - Tools for debugging, testing, and building web apps.
202 | - [PostCSS](https://github.com/jdrgomes/awesome-postcss#readme) - CSS tool.
203 | - [Draft.js](https://github.com/nikgraf/awesome-draft-js#readme) - Rich text editor framework for React.
204 | - [Service Workers](https://github.com/TalAter/awesome-service-workers#readme) - Event-driven worker for the web.
205 | - [Progressive Web Apps](https://github.com/TalAter/awesome-progressive-web-apps#readme) - Making web apps work offline.
206 | - [choo](https://github.com/choojs/awesome-choo#readme) - App framework.
207 | - [Redux](https://github.com/brillout/awesome-redux#readme) - State container for JavaScript apps.
208 | - [Browserify](https://github.com/browserify/awesome-browserify#readme) - Module bundler.
209 | - [Sass](https://github.com/Famolus/awesome-sass#readme) - CSS preprocessor.
210 | - [Ant Design](https://github.com/websemantics/awesome-ant-design#readme) - Enterprise-class UI design language.
211 | - [Less](https://github.com/LucasBassetti/awesome-less#readme) - CSS preprocessor.
212 | - [WebGL](https://github.com/sjfricke/awesome-webgl#readme) - JavaScript API for rendering 3D graphics.
213 | - [Preact](https://github.com/preactjs/awesome-preact#readme) - App framework.
214 | - [Progressive Enhancement](https://github.com/jbmoelker/progressive-enhancement-resources#readme) - Design and development strategy.
215 | - [Next.js](https://github.com/unicodeveloper/awesome-nextjs#readme) - Framework for server-rendered React apps.
216 | - [lit](https://github.com/web-padawan/awesome-lit#readme) - Library for building web components with a declarative template system.
217 | - [JAMstack](https://github.com/automata/awesome-jamstack#readme) - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
218 | - [WordPress-Gatsby](https://github.com/henrikwirth/awesome-wordpress-gatsby#readme) - Web development technology stack with WordPress as a back end and Gatsby as a front end.
219 | - [Mobile Web Development](https://github.com/myshov/awesome-mobile-web-development#readme) - Creating a great mobile web experience.
220 | - [Storybook](https://github.com/lauthieb/awesome-storybook#readme) - Development environment for UI components.
221 | - [Blazor](https://github.com/AdrienTorris/awesome-blazor#readme) - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
222 | - [PageSpeed Metrics](https://github.com/csabapalfi/awesome-pagespeed-metrics#readme) - Metrics to help understand page speed and user experience.
223 | - [Tailwind CSS](https://github.com/aniftyco/awesome-tailwindcss#readme) - Utility-first CSS framework for rapid UI development.
224 | - [Seed](https://github.com/seed-rs/awesome-seed-rs#readme) - Rust framework for creating web apps running in WebAssembly.
225 | - [Web Performance Budget](https://github.com/pajaydev/awesome-web-performance-budget#readme) - Techniques to ensure certain performance metrics for a website.
226 | - [Web Animation](https://github.com/sergey-pimenov/awesome-web-animation#readme) - Animations in the browser with JavaScript, CSS, SVG, etc.
227 | - [Yew](https://github.com/jetli/awesome-yew#readme) - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
228 | - [Material-UI](https://github.com/nadunindunil/awesome-material-ui#readme) - Material Design React components for faster and easier web development.
229 | - [Building Blocks for Web Apps](https://github.com/componently-com/awesome-building-blocks-for-web-apps#readme) - Standalone features to be integrated into web apps.
230 | - [Svelte](https://github.com/TheComputerM/awesome-svelte#readme) - App framework.
231 | - [Design systems](https://github.com/klaufel/awesome-design-systems#readme) - Collection of reusable components, guided by rules that ensure consistency and speed.
232 | - [Inertia.js](https://github.com/innocenzi/awesome-inertiajs#readme) - Make single-page apps without building an API.
233 | - [MDBootstrap](https://github.com/mdbootstrap/awesome-mdbootstrap#readme) - Templates, layouts, components, and widgets to rapidly build websites.
234 | - [Master CSS](https://github.com/master-co/awesome-master-css#readme) - A virtual CSS language with enhanced syntax.
235 | - [Hydrogen](https://github.com/shopify/awesome-hydrogen#readme) - Edge-first framework for building Shopify storefronts with React.
236 | - [Tiny JS](https://github.com/thoughtspile/awesome-tiny-js#readme) - Frontend libraries that fit into 2 kB with dependencies.
237 |
238 |
239 |
240 | [](#03-front-end-development)
241 | [](#table-of-contents)
242 | 
243 |
244 |
245 | ## 04. Back-End Development
246 |
247 | - [Flask](https://github.com/mjhea0/awesome-flask#readme) - Python framework.
248 | - [Docker](https://github.com/veggiemonk/awesome-docker#readme) - Operating-system-level virtualization.
249 | - [Vagrant](https://github.com/iJackUA/awesome-vagrant#readme) - Automation virtual machine environment.
250 | - [Pyramid](https://github.com/uralbash/awesome-pyramid#readme) - Python framework.
251 | - [Play1 Framework](https://github.com/PerfectCarl/awesome-play1#readme) - Java web framework.
252 | - [CakePHP](https://github.com/friendsofcake/awesome-cakephp#readme) - PHP framework.
253 | - [Symfony](https://github.com/sitepoint-editors/awesome-symfony#readme) - PHP framework.
254 | - [Education](https://github.com/pehapkari/awesome-symfony-education#readme)
255 | - [Laravel](https://github.com/chiraggude/awesome-laravel#readme) - PHP framework.
256 | - [Education](https://github.com/fukuball/Awesome-Laravel-Education#readme) - Tutorials, etc.
257 | - [TALL Stack](https://github.com/livewire/awesome-tall-stack#readme) - Full-stack development solution featuring libraries built by the Laravel community.
258 | - [Rails](https://github.com/gramantin/awesome-rails#readme) - Web app framework for Ruby.
259 | - [Gems](https://github.com/hothero/awesome-rails-gem#readme) - Packages.
260 | - [Phalcon](https://github.com/phalcon/awesome-phalcon#readme) - PHP framework.
261 | - [Useful `.htaccess` Snippets](https://github.com/phanan/htaccess#readme) - Apache server configs.
262 | - [nginx](https://github.com/fcambus/nginx-resources#readme) - Web server.
263 | - [Dropwizard](https://github.com/stve/awesome-dropwizard#readme) - Java framework.
264 | - [Kubernetes](https://github.com/ramitsurana/awesome-kubernetes#readme) - Open-source platform that automates Linux container operations.
265 | - [Lumen](https://github.com/unicodeveloper/awesome-lumen#readme) - PHP micro-framework.
266 | - [Serverless Framework](https://github.com/pmuens/awesome-serverless#readme) - Serverless computing and serverless architectures.
267 | - [Apache Wicket](https://github.com/PhantomYdn/awesome-wicket#readme) - Java web app framework.
268 | - [Vert.x](https://github.com/vert-x3/vertx-awesome#readme) - Toolkit for building reactive apps on the JVM.
269 | - [Terraform](https://github.com/shuaibiyy/awesome-terraform#readme) - Tool for building, changing, and versioning infrastructure.
270 | - [Vapor](https://github.com/vapor-community/awesome-vapor#readme) - Server-side development in Swift.
271 | - [Dash](https://github.com/ucg8j/awesome-dash#readme) - Python web app framework.
272 | - [FastAPI](https://github.com/mjhea0/awesome-fastapi#readme) - Python web app framework.
273 | - [CDK](https://github.com/kolomied/awesome-cdk#readme) - Open-source software development framework for defining cloud infrastructure in code.
274 | - [IAM](https://github.com/kdeldycke/awesome-iam#readme) - User accounts, authentication and authorization.
275 | - [Slim](https://github.com/nekofar/awesome-slim#readme) - PHP framework.
276 | - [Fiber](https://github.com/gofiber/awesome-fiber#readme) - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.
277 |
278 |
279 |
280 | [](#04-back-end-development)
281 | [](#table-of-contents)
282 | 
283 |
284 |
285 | ## 05. Libraries
286 |
287 | - [PHPMailer](https://github.com/PHPMailer/PHPMailer.git) - A full-featured email creation and transfer class for PHP
288 | - [HashLips Art Engine](https://github.com/HashLips/hashlips_art_engine.git) - A tool used to create multiple different instances of artworks based on provided layers
289 | - [HackerRank Submission Downloader](https://github.com/kasvith/hackerrank-dl.git) - A tool used to download all your submissions from HackerRank
290 | - [Panolens.js](https://github.com/pchen66/panolens.js.git) - A JavaScript library for creating VR panorama viewer on the web
291 | - [ZXing](https://github.com/zxing-js/library) - A barcode scanning library for the web
292 | - [Material Design Android Library](https://github.com/navasmdc/MaterialDesignLibrary) - A library with Google Material Design components
293 | - [Blynk](https://github.com/blynkkk/blynk-library) - An IoT platform with customizable mobile apps, private cloud, rules engine, and device management analytics dashboard
294 | - [Closure](https://github.com/google/closure-library) - A JavaScript library for creating and using JavaScript applications and components
295 | - [React Testing Library](https://github.com/testing-library/react-testing-library) - A library for testing React components
296 |
297 |
298 |
299 | [](#05-libraries)
300 | [](#table-of-contents)
301 | 
302 |
303 |
304 | ## 06. Platforms
305 |
306 | - [Node.js](https://github.com/sindresorhus/awesome-nodejs#readme) - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.
307 | - [Cross-Platform](https://github.com/bcoe/awesome-cross-platform-nodejs#readme) - Writing cross-platform code on Node.js.
308 | - [Frontend Development](https://github.com/dypsilon/frontend-dev-bookmarks#readme) - Front-end development resources.
309 | - [iOS](https://github.com/vsouza/awesome-ios#readme) - Mobile operating system for Apple phones and tablets.
310 | - [Android](https://github.com/JStumpp/awesome-android#readme) - Mobile operating system developed by Google.
311 | - [IoT & Hybrid Apps](https://github.com/weblancaster/awesome-IoT-hybrid#readme) - Frameworks, libraries, resources for building IoT & Hybrid Apps.
312 | - [Electron](https://github.com/sindresorhus/awesome-electron#readme) - Cross-platform native desktop apps using JavaScript/HTML/CSS.
313 | - [Cordova](https://github.com/busterc/awesome-cordova#readme) - JavaScript API for hybrid apps.
314 | - [React Native](https://github.com/jondot/awesome-react-native#readme) - JavaScript framework for writing natively rendering mobile apps for iOS and Android.
315 | - [Xamarin](https://github.com/XamSome/awesome-xamarin#readme) - Mobile app development IDE, testing, and distribution.
316 | - [Linux](https://github.com/inputsh/awesome-linux#readme) - Linux-based operating systems and distributions.
317 | - [Containers](https://github.com/Friz-zy/awesome-linux-containers#readme) - Operating system–level virtualization.
318 | - [eBPF](https://github.com/zoidbergwill/awesome-ebpf#readme) - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
319 | - [Arch-based Projects](https://github.com/PandaFoss/Awesome-Arch#readme) - Linux distributions and projects based on Arch Linux.
320 | - [AppImage](https://github.com/AppImage/awesome-appimage#readme) - Package apps in a single file that works on various mainstream Linux distributions.
321 | - macOS - Operating system for Apple's Mac computers.
322 | - [Screensavers](https://github.com/agarrharr/awesome-macos-screensavers#readme) - Apple TV Aerial Screensavers for Mac.
323 | - [Apps](https://github.com/jaywcjlove/awesome-mac#readme) - Apps for developers and designers.
324 | - [Open Source Apps](https://github.com/serhii-londar/open-source-mac-os-apps#readme) - Open source apps that run natively on macOS.
325 | - [watchOS](https://github.com/yenchenlin/awesome-watchos#readme) - Operating system for the Apple Watch.
326 | - [JVM](https://github.com/deephacks/awesome-jvm#readme) - Java Virtual Machine-based programming languages and development tools.
327 | - [Salesforce](https://github.com/mailtoharshit/awesome-salesforce#readme) - Customer relationship management software.
328 | - [Amazon Web Services](https://github.com/donnemartin/awesome-aws#readme) - On-demand cloud computing platforms and APIs.
329 | - [Windows](https://github.com/Awesome-Windows/Awesome#readme) - Operating system developed by Microsoft.
330 | - [IPFS](https://github.com/ipfs/awesome-ipfs#readme) - P2P hypermedia protocol.
331 | - [Fuse](https://github.com/fuse-compound/awesome-fuse#readme) - Mobile development tools.
332 | - [Heroku](https://github.com/ianstormtaylor/awesome-heroku#readme) - Cloud platform as a service.
333 | - [Raspberry Pi](https://github.com/thibmaek/awesome-raspberry-pi#readme) - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
334 | - [Qt](https://github.com/JesseTG/awesome-qt#readme) - Cross-platform GUI app framework.
335 | - [WebExtensions](https://github.com/fregante/Awesome-WebExtensions#readme) - Cross-browser extension system.
336 | - [Smart TV](https://github.com/vitalets/awesome-smart-tv#readme) - Create apps for different TV platforms.
337 | - [GNOME](https://github.com/Kazhnuz/awesome-gnome#readme) - Simple and distraction-free desktop environment for Linux.
338 | - [KDE](https://github.com/francoism90/awesome-kde#readme) - A free software community dedicated to creating an open and user-friendly computing experience.
339 | - [.NET](https://github.com/quozd/awesome-dotnet#readme) - Free, cross-platform, open-source developer platform for building many different types of applications.
340 | - [Core](https://github.com/thangchung/awesome-dotnet-core#readme) - Modular, cross-platform, and open-source implementation of .NET.
341 | - [Roslyn](https://github.com/ironcev/awesome-roslyn#readme) - Open-source compilers and code analysis APIs for C# and VB.NET languages.
342 | - [Amazon Alexa](https://github.com/miguelmota/awesome-amazon-alexa#readme) - Virtual home assistant.
343 | - [DigitalOcean](https://github.com/jonleibowitz/awesome-digitalocean#readme) - Cloud computing platform designed for developers.
344 | - [Flutter](https://github.com/Solido/awesome-flutter#readme) - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
345 | - [Home Assistant](https://github.com/frenck/awesome-home-assistant#readme) - Open source home automation that puts local control and privacy first.
346 | - [IBM Cloud](https://github.com/victorshinya/awesome-ibmcloud#readme) - Cloud platform for developers and companies.
347 | - [Firebase](https://github.com/jthegedus/awesome-firebase#readme) - App development platform built on Google Cloud Platform.
348 | - [Robot Operating System 2.0](https://github.com/fkromer/awesome-ros2#readme) - Set of software libraries and tools that help you build robot apps.
349 | - [Adafruit IO](https://github.com/adafruit/awesome-adafruitio#readme) - Visualize and store data from any device.
350 | - [Cloudflare](https://github.com/irazasyed/awesome-cloudflare#readme) - CDN, DNS, DDoS protection, and security for your site.
351 | - [Actions on Google](https://github.com/ravirupareliya/awesome-actions-on-google#readme) - Developer platform for Google Assistant.
352 | - [ESP](https://github.com/agucova/awesome-esp#readme) - Low-cost microcontrollers with WiFi and broad IoT applications.
353 | - [Deno](https://github.com/denolib/awesome-deno#readme) - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
354 | - [DOS](https://github.com/balintkissdev/awesome-dos#readme) - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.
355 | - [Nix](https://github.com/nix-community/awesome-nix#readme) - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.
356 | - [Integration](https://github.com/stn1slv/awesome-integration#readme) - Linking together different IT systems (components) to functionally cooperate as a whole.
357 | - [Node-RED](https://github.com/naimo84/awesome-nodered#readme) - A programming tool for wiring together hardware devices, APIs, and online services.
358 | - [Low Code](https://github.com/zenitysec/awesome-low-code#readme) - Allowing business professionals to address their needs on their own with little to no coding skills.
359 | - [Capacitor](https://github.com/riderx/awesome-capacitor#readme) - Cross-platform open source runtime for building Web Native apps.
360 | - [ArcGIS Developer](https://github.com/Esri/awesome-arcgis-developer#readme) - Mapping and location analysis platform for developers.
361 |
362 |
363 |
364 | [](#05-libraries)
365 | [](#table-of-contents)
366 | 
367 |
368 |
369 | ## 07. Development Environment
370 |
371 | - [Quick Look Plugins](https://github.com/sindresorhus/quick-look-plugins#readme) - For macOS.
372 | - [Dev Env](https://github.com/jondot/awesome-devenv#readme) - Development environments.
373 | - [Dotfiles](https://github.com/webpro/awesome-dotfiles#readme) - For macOS.
374 | - [Shell](https://github.com/alebcay/awesome-shell#readme) - Command-line frameworks, toolkits, guides and gizmos.
375 | - [Fish](https://github.com/jorgebucaran/awsm.fish#readme) - User-friendly shell.
376 | - [Command-Line Apps](https://github.com/agarrharr/awesome-cli-apps#readme) - GUI for your terminal apps.
377 | - [ZSH Plugins](https://github.com/unixorn/awesome-zsh-plugins#readme) - zsh plugins, themes and completions.
378 | - [GitHub](https://github.com/phillipadsmith/awesome-github#readme) - Hosting service for Git repositories.
379 | - [Browser Extensions](https://github.com/stefanbuck/awesome-browser-extensions-for-github#readme) - Chrome and Firefox extensions for GitHub.
380 | - [Cheat Sheet](https://github.com/tiimgreen/github-cheat-sheet#readme) - Cheat sheets for Git and GitHub.
381 | - [Pinned Gists](https://github.com/matchai/awesome-pinned-gists#readme) - Dynamic pinned gists for your GitHub profile.
382 | - [Git Cheat Sheet & Git Flow](https://github.com/arslanbilal/git-cheat-sheet#readme) - Cheat sheets for Git and Git Flow.
383 | - [Git Tips](https://github.com/git-tips/tips#readme) - Tips for using Git.
384 | - [Git Add-ons](https://github.com/stevemao/awesome-git-addons#readme) - Enhance the `git` CLI.
385 | - [Git Hooks](https://github.com/compscilauren/awesome-git-hooks#readme) - Scripts for automating tasks during `git` workflows.
386 | - [SSH](https://github.com/moul/awesome-ssh#readme) - Open source implementations of SSH clients, servers, and building blocks for integrations.
387 | - [FOSS for Developers](https://github.com/tvvocold/FOSS-for-Dev#readme) - For developers.
388 | - [Hyper](https://github.com/bnb/awesome-hyper#readme) - Cross-platform terminal app built on web technologies.
389 | - [PowerShell](https://github.com/janikvonrotz/awesome-powershell#readme) - Cross-platform object-oriented shell.
390 | - [Alfred Workflows](https://github.com/alfred-workflows/awesome-alfred-workflows#readme) - Productivity app for macOS.
391 | - [Terminals Are Sexy](https://github.com/k4m4/terminals-are-sexy#readme) - Terminal frameworks, plugins & resources.
392 | - [GitHub Actions](https://github.com/sdras/awesome-actions#readme) - Create tasks to automate your workflow and share them with others on GitHub.
393 | - [Public APIs](https://github.com/public-apis/public-apis.git) - A collective list of free APIs for use in software and web development.
394 |
395 |
396 |
397 | [](#07-development-environment)
398 | [](#table-of-contents)
399 | 
400 |
401 |
402 | ## 08. Security
403 |
404 | - [Application Security](https://github.com/paragonie/awesome-appsec#readme) - Resources for learning about application security.
405 | - [Security](https://github.com/sbilly/awesome-security#readme) - Software, libraries, documents, and other resources.
406 | - [CTF](https://github.com/apsdehal/awesome-ctf#readme) - Capture The Flag.
407 | - [Cyber Security University](https://github.com/brootware/awesome-cyber-security-university#readme) - Free educational resources that focus on learning by doing.
408 | - [Malware Analysis](https://github.com/rshipp/awesome-malware-analysis#readme) - Tools and resources for analysts.
409 | - [Android Security](https://github.com/ashishb/android-security-awesome#readme) - Tools and resources for Android security.
410 | - [Hacking](https://github.com/carpedm20/awesome-hacking#readme) - Tutorials, tools, and resources.
411 | - [Hacking Spots](https://github.com/daviddias/awesome-hacking-locations#readme) - Places, online or in real life, where you can gain knowledge and improve your skills.
412 | - [Honeypots](https://github.com/paralax/awesome-honeypots#readme) - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
413 | - [Incident Response](https://github.com/meirwah/awesome-incident-response#readme) - Resources for incident response.
414 | - [Vehicle Security and Car Hacking](https://github.com/jaredthecoder/awesome-vehicle-security#readme) - Resources for learning about automotive security and car hacking.
415 | - [Web Security](https://github.com/qazbnm456/awesome-web-security#readme) - Security of web apps & services.
416 | - [Lockpicking](https://github.com/fabacab/awesome-lockpicking#readme) - The art of unlocking a lock by manipulating its components without the key.
417 | - [Cybersecurity Blue Team](https://github.com/fabacab/awesome-cybersecurity-blueteam#readme) - Groups of individuals who identify security flaws in information technology systems.
418 | - [Fuzzing](https://github.com/cpuu/awesome-fuzzing#readme) - Automated software testing technique that involves feeding pseudo-randomly generated input data.
419 | - [Embedded and IoT Security](https://github.com/fkie-cad/awesome-embedded-and-iot-security#readme) - Resources for embedded and IoT security.
420 | - [GDPR](https://github.com/bakke92/awesome-gdpr#readme) - Regulation on data protection and privacy for all individuals within EU.
421 | - [DevSecOps](https://github.com/TaptuIT/awesome-devsecops#readme) - Integration of security practices into [DevOps](https://en.wikipedia.org/wiki/DevOps).
422 | - [Executable Packing](https://github.com/dhondta/awesome-executable-packing#readme) - Packing and unpacking executable formats.
423 | - [Malware Persistence](https://github.com/Karneades/awesome-malware-persistence#readme) - Techniques that adversaries use to keep access to systems across restarts.
424 | - [EVM Security](https://github.com/kareniel/awesome-evm-security#readme) - Understanding the Ethereum Virtual Machine security ecosystem.
425 | - [Password Cracking](https://github.com/n0kovo/awesome-password-cracking#readme) - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form.
426 | - [Security Card Games](https://github.com/Karneades/awesome-security-card-games#readme) - Train your skills and discuss various security topics.
427 | - [Suricata](https://github.com/satta/awesome-suricata#readme) - Intrusion detection/prevention system and network security monitoring engine.
428 | - [Prompt Injection](https://github.com/FonduAI/awesome-prompt-injection#readme) - A type of vulnerability that specifically targets machine learning models.
429 |
430 |
431 |
432 |
433 | [](#08-security)
434 | [](#table-of-contents)
435 | 
436 |
437 |
438 | ## 09. Computer Science
439 |
440 | - [University Courses](https://github.com/prakhar1989/awesome-courses#readme) - Computer Science courses with video lectures.
441 | - [Data Science](https://github.com/academic/awesome-datascience#readme) - Using data to answer questions.
442 | - [Tutorials](https://github.com/siboehm/awesome-learn-datascience#readme) - Learn data science.
443 | - [Machine Learning](https://github.com/josephmisiti/awesome-machine-learning#readme) - Statistical data prediction.
444 | - [Tutorials](https://github.com/ujjwalkarn/Machine-Learning-Tutorials#readme) - For learning ML.
445 | - [ML with Ruby](https://github.com/arbox/machine-learning-with-ruby#readme) - Learning, implementing, and applying Machine Learning using Ruby.
446 | - [Core ML Models](https://github.com/likedan/Awesome-CoreML-Models#readme) - Models for Apple's machine learning framework.
447 | - [H2O](https://github.com/h2oai/awesome-h2o#readme) - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
448 | - [Software Engineering for Machine Learning](https://github.com/SE-ML/awesome-seml#readme) - From experiment to production-level machine learning.
449 | - [AI in Finance](https://github.com/georgezouq/awesome-ai-in-finance#readme) - Solving problems in finance with machine learning.
450 | - [JAX](https://github.com/n2cholas/awesome-jax#readme) - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
451 | - [XAI](https://github.com/altamiracorp/awesome-xai#readme) - Providing insight, explanations, and interpretability to machine learning methods.
452 | - [Speech and Natural Language Processing](https://github.com/edobashira/speech-language-processing#readme) - Speech, natural language, and text processing libraries, frameworks, and datasets.
453 | - [Spanish](https://github.com/dav009/awesome-spanish-nlp#readme) - Resources for processing the Spanish language.
454 | - [NLP with Ruby](https://github.com/arbox/nlp-with-ruby#readme) - Natural language processing with Ruby.
455 | - [Question Answering](https://github.com/seriousran/awesome-qa#readme) - The science of asking and answering in natural language with a machine.
456 | - [Natural Language Generation](https://github.com/accelerated-text/awesome-nlg#readme) - Generation of text used in data to text, conversational agents, and narrative generation applications.
457 | - [Linguistics](https://github.com/theimpossibleastronaut/awesome-linguistics#readme) - Scientific study of language.
458 | - [Cryptography](https://github.com/sobolevn/awesome-cryptography#readme) - Practice of techniques for secure communication.
459 | - [Papers](https://github.com/pFarb/awesome-crypto-papers#readme) - Theory basics for using cryptography by non-cryptographers.
460 | - [Computer Vision](https://github.com/jbhuang0604/awesome-computer-vision#readme) - Training computers to see.
461 | - [Deep Learning](https://github.com/ChristosChristofidis/awesome-deep-learning#readme) - Neural networks.
462 | - [TensorFlow](https://github.com/jtoy/awesome-tensorflow#readme) - Library for machine intelligence.
463 | - [TensorFlow.js](https://github.com/aaronhma/awesome-tensorflow-js#readme) - WebGL-accelerated machine learning JavaScript library for training and deploying models.
464 | - [TensorFlow Lite](https://github.com/margaretmz/awesome-tensorflow-lite#readme) - Framework that optimizes TensorFlow models for on-device machine learning.
465 | - [Papers](https://github.com/terryum/awesome-deep-learning-papers#readme) - The most cited deep learning papers.
466 | - [Education](https://github.com/guillaume-chevalier/awesome-deep-learning-resources#readme) - Learn deep learning.
467 | - [Deep Vision](https://github.com/kjw0612/awesome-deep-vision#readme) - Vision algorithms and applications.
468 | - [Open Source Society University](https://github.com/ossu/computer-science#readme) - Path to a free self-taught education in Computer Science.
469 | - [Functional Programming](https://github.com/lucasviola/awesome-functional-programming#readme) - Programming paradigm.
470 | - [Empirical Software Engineering](https://github.com/dspinellis/awesome-msr#readme) - Evidence-based research on software systems.
471 | - [Static Analysis & Code Quality](https://github.com/analysis-tools-dev/static-analysis#readme) - Tools for code inspection, metrics, and stylelinting.
472 | - [Information Retrieval](https://github.com/harpribot/awesome-information-retrieval#readme) - Learn to develop your own search engine.
473 | - [Quantum Computing](https://github.com/desireevl/awesome-quantum-computing#readme) - Computing which utilizes quantum mechanics and qubits on quantum computers.
474 | - [Theoretical Computer Science](https://github.com/mostafatouny/awesome-theoretical-computer-science#readme) - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
475 | - [Conversational AI](https://github.com/jyguyomarch/awesome-conversational-ai#readme) - Build awesome chatbots and digital assistants.
476 | - [Generative AI](https://github.com/steven2358/awesome-generative-ai#readme) - Automatically generate a wide range of unique content in text, image and audio format.
477 |
478 |
479 |
480 | [](#09-computer-science)
481 | [](#table-of-contents)
482 | 
483 |
484 |
485 | ## 10. Gaming
486 |
487 | - [Game Development](https://github.com/ellisonleao/magictools#readme) - Resources for making games.
488 | - [Game Talks](https://github.com/hzoo/awesome-gametalks#readme) - Talks about game development.
489 | - [Godot](https://github.com/godotengine/awesome-godot#readme) - Game engine.
490 | - [Open Source Games](https://github.com/michelpereira/awesome-open-source-games#readme) - Open source games.
491 | - [Unity](https://github.com/RyanNielson/awesome-unity#readme) - Game engine.
492 | - [Chess](https://github.com/hkirat/awesome-chess#readme) - The game of chess.
493 | - [LÖVE](https://github.com/love2d-community/awesome-love2d#readme) - Game engine.
494 | - [PICO-8](https://github.com/pico-8/awesome-PICO-8#readme) - Fantasy console.
495 | - [Game Boy Development](https://github.com/gbdev/awesome-gbdev#readme)
496 | - [Construct 2](https://github.com/ConstructCommunity/awesome-construct#readme) - Game engine.
497 | - [Gideros](https://github.com/stetso/awesome-gideros#readme) - Game engine.
498 | - [Minecraft](https://github.com/bs-community/awesome-minecraft#readme) - Sandbox video game.
499 | - [ComputerCraft](https://github.com/tomodachi94/awesome-computercraft#readme) - Minecraft mod that adds programmable computers.
500 | - [Game Datasets](https://github.com/leomaurodesenv/game-datasets#readme) - Materials and datasets for Artificial Intelligence in games.
501 | - [Haxe Game Development](https://github.com/Dvergar/awesome-haxe-gamedev#readme) - A high-level strongly typed programming language used to produce cross-platform native code.
502 | - [libGDX](https://github.com/rafaskb/awesome-libgdx#readme) - Java game framework.
503 | - [PlayCanvas](https://github.com/playcanvas/awesome-playcanvas#readme) - Game engine.
504 | - [Game Remakes](https://github.com/radek-sprta/awesome-game-remakes#readme) - Actively maintained open-source game remakes.
505 | - [Flame](https://github.com/flame-engine/awesome-flame#readme) - Game engine for Flutter.
506 | - [Discord Communities](https://github.com/mhxion/awesome-discord-communities#readme) - Chat with friends and communities.
507 | - [CHIP-8](https://github.com/tobiasvl/awesome-chip-8#readme) - Virtual computer game machine from the 70s.
508 | - [Games of Coding](https://github.com/michelpereira/awesome-games-of-coding#readme) - Learn a programming language by making games.
509 | - [Esports](https://github.com/strift/awesome-esports#readme) - Video games played as a sport.
510 | - [Learn Gamedev](https://github.com/notpresident35/awesome-learn-gamedev#readme) - The craft of video game creation.
511 | - [Game Engine Development](https://github.com/stevinz/awesome-game-engine-dev#readme) - Building software to speed up game creation.
512 | - [GameMaker](https://github.com/bytecauldron/awesome-gamemaker#readme) - Game engine.
513 | - [Game Production](https://github.com/vhladiienko/awesome-game-production#readme) - Leading the process of designing, developing, testing and distributing a video game from concept to release.
514 |
515 |
516 |
517 | [](#04-back-end-development)
518 | [](#table-of-contents)
519 | 
520 |
521 |
522 | ## 11. Machine Learning
523 |
524 | comming soon
525 |
526 | ## 12. Big Data
527 |
528 | - [Big Data](https://github.com/0xnr/awesome-bigdata#readme) - Generalized large data set processing.
529 | - [Public Datasets](https://github.com/awesomedata/awesome-public-datasets#readme) - Archive of high-quality public datasets.
530 | - [Hadoop](https://github.com/youngwookim/awesome-hadoop#readme) - Framework for distributed storage and processing of very large data sets.
531 | - [Data Engineering](https://github.com/igorbarinov/awesome-data-engineering#readme) - Multi-disciplinary field concerned with data processing and software engineering.
532 | - [Streaming](https://github.com/manuzhang/awesome-streaming#readme) - Processing of infinite streams of data.
533 | - [Apache Spark](https://github.com/awesome-spark/awesome-spark#readme) - Unified engine for large-scale data processing.
534 | - [Qlik](https://github.com/ambster-public/awesome-qlik#readme) - Business intelligence platform for data visualization, analytics, and reporting apps.
535 | - [Splunk](https://github.com/sduff/awesome-splunk#readme) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.
536 |
537 |
538 |
539 | [](#04-back-end-development)
540 | [](#table-of-contents)
541 | 
542 |
543 |
544 | ## 13. Business Tools
545 |
546 | - [Open Companies](https://github.com/opencompany/awesome-open-company#readme) - Companies that have open sourced everything they can.
547 | - [Places to Post Your Startup](https://github.com/mmccaff/PlacesToPostYourStartup#readme) - Free places to post your startup for exposure.
548 | - [OKR Methodology](https://github.com/domenicosolazzo/awesome-okr#readme) - Goal setting & communication best practices.
549 | - [Leading and Managing](https://github.com/LappleApple/awesome-leading-and-managing#readme) - Leading people and being a manager in a technology company/environment.
550 | - [Indie](https://github.com/mezod/awesome-indie#readme) - Independent developer businesses.
551 | - [Tools of the Trade](https://github.com/cjbarber/ToolsOfTheTrade#readme) - Tools used by companies on Hacker News.
552 | - [Clean Tech](https://github.com/nglgzz/awesome-clean-tech#readme) - Fighting climate change with technology.
553 | - [Wardley Maps](https://github.com/wardley-maps-community/awesome-wardley-maps#readme) - Provides high situational awareness to help improve strategic planning and decision making.
554 | - [Social Enterprise](https://github.com/RayBB/awesome-social-enterprise#readme) - Building an organization primarily focused on social impact that is at least partially self-funded.
555 | - [Engineering Team Management](https://github.com/kdeldycke/awesome-engineering-team-management#readme) - How to transition from software development to engineering management.
556 | - [Developer-First Products](https://github.com/agamm/awesome-developer-first#readme) - Products that target developers as the user.
557 | - [Billing](https://github.com/kdeldycke/awesome-billing#readme) - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.
558 | - [Engineering Strategy](https://github.com/aleixmorgadas/awesome-engineering-strategy#readme) - How to design and execute engineering strategies for tech leadership.
559 |
560 |
561 |
562 | [](#13-business-tools)
563 | [](#table-of-contents)
564 | 
565 |
566 |
567 | ## 14. Testing
568 |
569 | - [Testing](https://github.com/TheJambo/awesome-testing#readme) - Software testing.
570 | - [Visual Regression Testing](https://github.com/mojoaxel/awesome-regression-testing#readme) - Ensures changes did not break the functionality or style.
571 | - [Selenium](https://github.com/christian-bromann/awesome-selenium#readme) - Open-source browser automation framework and ecosystem.
572 | - [Appium](https://github.com/SrinivasanTarget/awesome-appium#readme) - Test automation tool for apps.
573 | - [TAP](https://github.com/sindresorhus/awesome-tap#readme) - Test Anything Protocol.
574 | - [JMeter](https://github.com/aliesbelik/awesome-jmeter#readme) - Load testing and performance measurement tool.
575 | - [k6](https://github.com/grafana/awesome-k6#readme) - Open-source, developer-centric performance monitoring and load testing solution.
576 | - [Playwright](https://github.com/mxschmitt/awesome-playwright#readme) - Node.js library to automate Chromium, Firefox and WebKit with a single API.
577 | - [Quality Assurance Roadmap](https://github.com/fityanos/awesome-quality-assurance-roadmap#readme) - How to start & build a career in software testing.
578 | - [Gatling](https://github.com/aliesbelik/awesome-gatling#readme) - Open-source load and performance testing framework based on Scala, Akka, and Netty.
579 |
580 |
581 |
582 | [](#14-testing)
583 | [](#table-of-contents)
584 | 
585 |
586 |
587 | ## 15. Hardware
588 |
589 | - [Robotics](https://github.com/Kiloreux/awesome-robotics#readme) - Programming robots.
590 | - [Internet of Things](https://github.com/HQarroum/awesome-iot#readme) - Connecting devices to the Internet.
591 | - [Electronics](https://github.com/kitspace/awesome-electronics#readme) - For electronic engineers and hobbyists.
592 | - [Bluetooth Beacons](https://github.com/rabschi/awesome-beacon#readme) - BLE devices broadcasting their location.
593 | - [Electric Guitar Specifications](https://github.com/gitfrage/guitarspecs#readme) - Checklist for building your own electric guitar.
594 | - [Plotters](https://github.com/beardicus/awesome-plotters#readme) - Computer-controlled drawing machines and other visual art robots.
595 | - [Robotic Tooling](https://github.com/protontypes/awesome-robotic-tooling#readme) - Free and open tools for professional robotic development.
596 | - [LIDAR](https://github.com/szenergy/awesome-lidar#readme) - Sensor for measuring distances by illuminating the target with laser light.
597 | - [Open Hardware](https://github.com/delftopenhardware/awesome-open-hardware#readme) - Open-source hardware projects.
598 | - [ADS-B](https://github.com/rickstaa/awesome-adsb#readme) - Technology broadcasting aircraft's identity, position, and data periodically.
599 | - [Flying FPV](https://github.com/Matthias84/awesome-flying-fpv#readme) - Open hardware and software related to drones / UAVs.
600 |
601 |
602 |
603 | [](#15-hardware)
604 | [](#table-of-contents)
605 | 
606 |
607 |
608 | ## 16. Other
609 |
610 | - [GitHub Profile Achievements](https://github.com/Schweinepriester/github-profile-achievements.git) - A collection listing all Achievements available on the GitHub profile. It helps you to show your GitHub profile achievements in your GitHub profile.
611 |
612 |
613 |
614 | [](#16-other)
615 | [](#table-of-contents)
616 | 
617 |
618 |
619 | ----------
620 | ## 🚀 About Me
621 |
622 | I am Manul Thanura, an energetic, self-motivated, creative, adaptable, and ambitious person who has developed a mature and responsible approach to any task that I undertake, or situation that I am presented with. I am currently studying BSc (Hons) in Engineering in Information and Communication Engineering 🎓 at [SLTC Research University](https://sltc.ac.lk/). Full Stack Development and Python-based Artificial Intelligence fields are my main interests.👀
623 |
624 |
644 |
645 | ----------
646 |
647 | ## Contributing
648 |
649 | Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
650 | Please make sure to update tests as appropriate.
651 |
652 | ----------
653 |
654 | ## License
655 | [](https://choosealicense.com/licenses/mit/)
656 |
657 | ## Support
658 |
659 | [](https://www.buymeacoffee.com/manulthanura)
660 |
661 |
662 |
663 |
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/Random Password Generator/main.py:
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1 | import random
2 |
3 | #A function do shuffle all the characters of a string
4 | def shuffle(string):
5 | tempList = list(string)
6 | random.shuffle(tempList)
7 | return ''.join(tempList)
8 |
9 | #Main program starts here
10 | uppercaseLetter1=chr(random.randint(65,90)) #Generate a random Uppercase letter (based on ASCII code)
11 | uppercaseLetter2=chr(random.randint(65,90)) #Generate a random Uppercase letter (based on ASCII code)
12 | #Generate more characters here
13 | #....
14 |
15 | #Generate password using all the characters, in random order
16 | password = uppercaseLetter1 + uppercaseLetter2 # + ....
17 | password = shuffle(password)
18 |
19 | #Ouput
20 | print(password)
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/learn.md:
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https://raw.githubusercontent.com/manulthanura/Repo-Library/e6fd745786be0af3fedffbebd4aedf0c138b6640/learn.md
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/license:
--------------------------------------------------------------------------------
1 | MIT License
2 |
3 | Copyright (c) 2022 Manul Thanura
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
--------------------------------------------------------------------------------