#top #frontend #backend #developer #bigdata #computerscience #python #javascript #java #programming_languages #gaming #database
Awesome List Of Github Repositories
GitHub - bgoonz/awesome-4-new-developers: Top repos for new developers all in one place Top repos for new developers all in one place. Contribute to bgoonz/awesome-4-new-developers development by creating an…github.com
TL;DR:
Platforms
Node.js — Async non-blocking event-driven JavaScript runtime built on Chrome’s V8 JavaScript engine.
Cross-Platform — Writing cross-platform code on Node.js.
iOS — Mobile operating system for Apple phones and tablets.
Android — Mobile operating system developed by Google.
Electron — Cross-platform native desktop apps using JavaScript/HTML/CSS.
Cordova — JavaScript API for hybrid apps.
React Native — JavaScript framework for writing natively rendering mobile apps for iOS and Android.
Xamarin — Mobile app development IDE, testing, and distribution.
eBPF — Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
Arch-based Projects — Linux distributions and projects based on Arch Linux.
macOS — Operating system for Apple’s Mac computers.
watchOS — Operating system for the Apple Watch.
IPFS — P2P hypermedia protocol.
Fuse — Mobile development tools.
Heroku — Cloud platform as a service.
Raspberry Pi — Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
Qt — Cross-platform GUI app framework.
WebExtensions — Cross-browser extension system.
RubyMotion — Write cross-platform native apps for iOS, Android, macOS, tvOS, and watchOS in Ruby.
Smart TV — Create apps for different TV platforms.
GNOME — Simple and distraction-free desktop environment for Linux.
KDE — A free software community dedicated to creating an open and user-friendly computing experience.
Roslyn — Open-source compilers and code analysis APIs for C# and VB.NET languages.
Amazon Alexa — Virtual home assistant.
DigitalOcean — Cloud computing platform designed for developers.
Flutter — Google’s mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
Home Assistant — Open source home automation that puts local control and privacy first.
IBM Cloud — Cloud platform for developers and companies.
Firebase — App development platform built on Google Cloud Platform.
Robot Operating System 2.0 — Set of software libraries and tools that help you build robot apps.
Adafruit IO — Visualize and store data from any device.
Cloudflare — CDN, DNS, DDoS protection, and security for your site.
Actions on Google — Developer platform for Google Assistant.
ESP — Low-cost microcontrollers with WiFi and broad IoT applications.
Deno — A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
DOS — Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.
Nix — Package manager for Linux and other Unix systems that makes package management reliable and reproducible.
Programming Languages
Standard Style — Style guide and linter.
Mad Science npm Packages — Impossible sounding projects that exist.
Maintenance Modules — For npm packages.
npm — Package manager.
AVA — Test runner.
ESLint — Linter.
npm scripts — Task runner.
30 Seconds of Code — Code snippets you can understand in 30 seconds.
Ponyfills — Like polyfills but without overriding native APIs.
Swift — Apple’s compiled programming language that is secure, modern, programmer-friendly, and fast.
Python — General-purpose programming language designed for readability.
Asyncio — Asynchronous I/O in Python 3.
Scientific Audio — Scientific research in audio/music.
CircuitPython — A version of Python for microcontrollers.
Data Science — Data analysis and machine learning.
Typing — Optional static typing for Python.
MicroPython — A lean and efficient implementation of Python 3 for microcontrollers.
Scala Native — Optimizing ahead-of-time compiler for Scala based on LLVM.
Julia — High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
C/C++ — General-purpose language with a bias toward system programming and embedded, resource-constrained software.
R — Functional programming language and environment for statistical computing and graphics.
Common Lisp — Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
Java — Popular secure object-oriented language designed for flexibility to “write once, run anywhere”.
PHP — Server-side scripting language.
Composer — Package manager.
Frege — Haskell for the JVM.
CMake — Build, test, and package software.
ActionScript 3 — Object-oriented language targeting Adobe AIR.
Eta — Functional programming language for the JVM.
Idris — General purpose pure functional programming language with dependent types influenced by Haskell and ML.
Ada/SPARK — Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
Q# — Domain-specific programming language used for expressing quantum algorithms.
Imba — Programming language inspired by Ruby and Python and compiles to performant JavaScript.
Vala — Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
Coq — Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
V — Simple, fast, safe, compiled language for developing maintainable software.
Front-End Development
CSS — Style sheet language that specifies how HTML elements are displayed on screen.
React — App framework.
Relay — Framework for building data-driven React apps.
React Hooks — A new feature that lets you use state and other React features without writing a class.
Polymer — JavaScript library to develop Web Components.
Angular — App framework.
Backbone — App framework.
HTML5 — Markup language used for websites & web apps.
SVG — XML-based vector image format.
KnockoutJS — JavaScript library.
Dojo Toolkit — JavaScript toolkit.
Ember — App framework.
D3 — Library for producing dynamic, interactive data visualizations.
jQuery — Easy to use JavaScript library for DOM manipulation.
Cycle.js — Functional and reactive JavaScript framework.
Vue.js — App framework.
Marionette.js — App framework.
Aurelia — App framework.
PostCSS — CSS tool.
Draft.js — Rich text editor framework for React.
choo — App framework.
Redux — State container for JavaScript apps.
webpack — Module bundler.
Browserify — Module bundler.
Sass — CSS preprocessor.
Ant Design — Enterprise-class UI design language.
Less — CSS preprocessor.
WebGL — JavaScript API for rendering 3D graphics.
Preact — App framework.
Next.js — Framework for server-rendered React apps.
lit-html — HTML templating library for JavaScript.
JAMstack — Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
WordPress-Gatsby — Web development technology stack with WordPress as a back end and Gatsby as a front end.
Mobile Web Development — Creating a great mobile web experience.
Storybook — Development environment for UI components.
Blazor — .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
PageSpeed Metrics — Metrics to help understand page speed and user experience.
Tailwind CSS — Utility-first CSS framework for rapid UI development.
Seed — Rust framework for creating web apps running in WebAssembly.
Web Performance Budget — Techniques to ensure certain performance metrics for a website.
Web Animation — Animations in the browser with JavaScript, CSS, SVG, etc.
Yew — Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
Material-UI — Material Design React components for faster and easier web development.
Building Blocks for Web Apps — Standalone features to be integrated into web apps.
Svelte — App framework.
Design systems — Collection of reusable components, guided by rules that ensure consistency and speed.
Inertia.js — Make single-page apps without building an API.
MDBootstrap — Templates, layouts, components, and widgets to rapidly build websites.
Back-End Development
Flask — Python framework.
Vagrant — Automation virtual machine environment.
Pyramid — Python framework.
CakePHP — PHP framework.
Symfony — PHP framework.
Laravel — PHP framework.
TALL Stack — Full-stack development solution featuring libraries built by the Laravel community.
Rails — Web app framework for Ruby.
Gems — Packages.
Phalcon — PHP framework.
nginx — Web server.
Dropwizard — Java framework.
Kubernetes — Open-source platform that automates Linux container operations.
Lumen — PHP micro-framework.
Serverless Framework — Serverless computing and serverless architectures.
Apache Wicket — Java web app framework.
Vert.x — Toolkit for building reactive apps on the JVM.
Terraform — Tool for building, changing, and versioning infrastructure.
Vapor — Server-side development in Swift.
Dash — Python web app framework.
FastAPI — Python web app framework.
CDK — Open-source software development framework for defining cloud infrastructure in code.
IAM — User accounts, authentication and authorization.
Computer Science
ML with Ruby — Learning, implementing, and applying Machine Learning using Ruby.
Core ML Models — Models for Apple’s machine learning framework.
H2O — Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
Software Engineering for Machine Learning — From experiment to production-level machine learning.
AI in Finance — Solving problems in finance with machine learning.
JAX — Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
XAI — Providing insight, explanations, and interpretability to machine learning methods.
Question Answering — The science of asking and answering in natural language with a machine.
Natural Language Generation — Generation of text used in data to text, conversational agents, and narrative generation applications.
Papers — Theory basics for using cryptography by non-cryptographers.
Deep Learning — Neural networks.
TensorFlow — Library for machine intelligence.
TensorFlow.js — WebGL-accelerated machine learning JavaScript library for training and deploying models.
TensorFlow Lite — Framework that optimizes TensorFlow models for on-device machine learning.
Papers — The most cited deep learning papers.
Empirical Software Engineering — Evidence-based research on software systems.
Information Retrieval — Learn to develop your own search engine.
Quantum Computing — Computing which utilizes quantum mechanics and qubits on quantum computers.
Theoretical Computer Science — The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
Big Data
Hadoop — Framework for distributed storage and processing of very large data sets.
Apache Spark — Unified engine for large-scale data processing.
Qlik — Business intelligence platform for data visualization, analytics, and reporting apps.
Splunk — Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.
Theory
Education — Learning and practicing.
Recursion Schemes — Traversing nested data structures.
Books
Editors
Atom — Open-source and hackable text editor.
Visual Studio Code — Cross-platform open-source text editor.
Gaming
Godot — Game engine.
Unity — Game engine.
LÖVE — Game engine.
PICO-8 — Fantasy console.
Construct 2 — Game engine.
Gideros — Game engine.
Minecraft — Sandbox video game.
Game Datasets — Materials and datasets for Artificial Intelligence in games.
Haxe Game Development — A high-level strongly typed programming language used to produce cross-platform native code.
libGDX — Java game framework.
PlayCanvas — Game engine.
Game Remakes — Actively maintained open-source game remakes.
Flame — Game engine for Flutter.
Discord Communities — Chat with friends and communities.
CHIP-8 — Virtual computer game machine from the 70s.
Games of Coding — Learn a programming language by making games.
Development Environment
Quick Look Plugins — For macOS.
Fish — User-friendly shell.
GitHub — Hosting service for Git repositories.
Pinned Gists — Dynamic pinned gists for your GitHub profile.
Git Add-ons — Enhance the git CLI.
Git Hooks — Scripts for automating tasks during git workflows.
Hyper — Cross-platform terminal app built on web technologies.
PowerShell — Cross-platform object-oriented shell.
Alfred Workflows — Productivity app for macOS.
GitHub Actions — Create tasks to automate your workflow and share them with others on GitHub.
Entertainment
Databases
MongoDB — NoSQL database.
TinkerPop — Graph computing framework.
PostgreSQL — Object-relational database.
CouchDB — Document-oriented NoSQL database.
HBase — Distributed, scalable, big data store.
NoSQL Guides — Help on using non-relational, distributed, open-source, and horizontally scalable databases.
Contexture — Abstracts queries/filters and results/aggregations from different backing data stores like ElasticSearch and MongoDB.
Database Tools — Everything that makes working with databases easier.
TypeDB — Logical database to organize large and complex networks of data as one body of knowledge.
Cassandra — Open-source, distributed, wide column store, NoSQL database management system.
Media
Codeface — Text editor fonts.
GIF — Image format known for animated images.
Pixel Art — Pixel-level digital art.
FFmpeg — Cross-platform solution to record, convert and stream audio and video.
Icons — Downloadable SVG/PNG/font icon projects.
Audiovisual — Lighting, audio and video in professional environments.
VLC — Cross-platform media player software and streaming server.
Learn
CLI Workshoppers — Interactive tutorials.
Educational Games — Learn while playing.
CSS Learning — Mainly about CSS — the language and the modules.
Product Management — Learn how to be a better product manager.
Roadmaps — Gives you a clear route to improve your knowledge and skills.
YouTubers — Watch video tutorials from YouTubers that teach you about technology.
Security
CTF — Capture The Flag.
Honeypots — Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
Web Security — Security of web apps & services.
Lockpicking — The art of unlocking a lock by manipulating its components without the key.
Cybersecurity Blue Team — Groups of individuals who identify security flaws in information technology systems.
Fuzzing — Automated software testing technique that involves feeding pseudo-randomly generated input data.
GDPR — Regulation on data protection and privacy for all individuals within EU.
Content Management Systems
Refinery CMS — Ruby on Rails CMS.
Wagtail — Django CMS focused on flexibility and user experience.
Textpattern — Lightweight PHP-based CMS.
Drupal — Extensible PHP-based CMS.
Craft CMS — Content-first CMS.
Sitecore — .NET digital marketing platform that combines CMS with tools for managing multiple websites.
Silverstripe CMS — PHP MVC framework that serves as a classic or headless CMS.
Hardware
Electronics — For electronic engineers and hobbyists.
Electric Guitar Specifications — Checklist for building your own electric guitar.
Plotters — Computer-controlled drawing machines and other visual art robots.
Robotic Tooling — Free and open tools for professional robotic development.
LIDAR — Sensor for measuring distances by illuminating the target with laser light.
Business
OKR Methodology — Goal setting & communication best practices.
Leading and Managing — Leading people and being a manager in a technology company/environment.
Indie — Independent developer businesses.
Tools of the Trade — Tools used by companies on Hacker News.
Clean Tech — Fighting climate change with technology.
Wardley Maps — Provides high situational awareness to help improve strategic planning and decision making.
Social Enterprise — Building an organization primarily focused on social impact that is at least partially self-funded.
Engineering Team Management — How to transition from software development to engineering management.
Developer-First Products — Products that target developers as the user.
Billing — Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.
Work
Slack — Team collaboration.
Code Review — Reviewing code.
Creative Technology — Businesses & groups that specialize in combining computing, design, art, and user experience.
Internships — CV writing guides and companies that hire interns.
Networking
Real-Time Communications — Network protocols for near simultaneous exchange of media and data.
Decentralized Systems
Bitcoin — Bitcoin services and tools for software developers.
Ripple — Open source distributed settlement network.
Non-Financial Blockchain — Non-financial blockchain applications.
Mastodon — Open source decentralized microblogging network.
Ethereum — Distributed computing platform for smart contract development.
Blockchain AI — Blockchain projects for artificial intelligence and machine learning.
EOSIO — A decentralized operating system supporting industrial-scale apps.
Corda — Open source blockchain platform designed for business.
Waves — Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
Substrate — Framework for writing scalable, upgradeable blockchains in Rust.
Golem — Open source peer-to-peer marketplace for computing resources.
Stacks — A smart contract platform secured by Bitcoin.
Higher Education
Computational Neuroscience — A multidisciplinary science which uses computational approaches to study the nervous system.
Digital History — Computer-aided scientific investigation of history.
Scientific Writing — Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.
Events
Creative Tech Events — Events around the globe for creative coding, tech, design, music, arts and cool stuff.
Events in Italy — Tech-related events in Italy.
Events in the Netherlands — Tech-related events in the Netherlands.
Testing
Testing — Software testing.
Visual Regression Testing — Ensures changes did not break the functionality or style.
Selenium — Open-source browser automation framework and ecosystem.
Appium — Test automation tool for apps.
TAP — Test Anything Protocol.
JMeter — Load testing and performance measurement tool.
k6 — Open-source, developer-centric performance monitoring and load testing solution.
Playwright — Node.js library to automate Chromium, Firefox and WebKit with a single API.
Quality Assurance Roadmap — How to start & build a career in software testing.
Miscellaneous
JSON — Text based data interchange format.
CSV — A text file format that stores tabular data and uses a comma to separate values.
Awesome — Recursion illustrated.
Answers — Stack Overflow, Quora, etc.
Sketch — Design app for macOS.
Gulp — Task runner.
AMA — Ask Me Anything.
OpenGL — Cross-platform API for rendering 2D and 3D graphics.
Urban & Regional Planning — Concerning the built environment and communities.
Unicode — Unicode standards, quirks, packages and resources.
Citizen Science — For community-based and non-institutional scientists.
MQTT — “Internet of Things” connectivity protocol.
Vorpal — Node.js CLI framework.
Vulkan — Low-overhead, cross-platform 3D graphics and compute API.
LaTeX — Typesetting language.
Economics — An economist’s starter kit.
Cheminformatics — Informatics techniques applied to problems in chemistry.
Colorful — Choose your next color scheme.
Steam — Digital distribution platform.
Bots — Building bots.
Empathy in Engineering — Building and promoting more compassionate engineering cultures.
DTrace — Dynamic tracing framework.
Userscripts — Enhance your browsing experience.
Pokémon — Pokémon and Pokémon GO.
ChatOps — Managing technical and business operations through a chat.
Falsehood — Falsehoods programmers believe in.
Domain-Driven Design — Software development approach for complex needs by connecting the implementation to an evolving model.
Quantified Self — Self-tracking through technology.
SaltStack — Python-based config management system.
Web Design — For digital designers.
Creative Coding — Programming something expressive instead of something functional.
No-Login Web Apps — Web apps that work without login.
Free Software — Free as in freedom.
Framer — Prototyping interactive UI designs.
Markdown — Markup language.
Dev Fun — Funny developer projects.
Healthcare — Open source healthcare software for facilities, providers, developers, policy experts, and researchers.
Magento 2 — Open Source eCommerce built with PHP.
TikZ — Graph drawing packages for TeX/LaTeX/ConTeXt.
Neuroscience — Study of the nervous system and brain.
Ad-Free — Ad-free alternatives.
Esolangs — Programming languages designed for experimentation or as jokes rather than actual use.
Prometheus — Open-source monitoring system.
Homematic — Smart home devices.
Ledger — Double-entry accounting on the command-line.
Web Monetization — A free open web standard service that allows you to send money directly in your browser.
Uncopyright — Public domain works.
Crypto Currency Tools & Algorithms — Digital currency where encryption is used to regulate the generation of units and verify transfers.
Diversity — Creating a more inclusive and diverse tech community.
Open Source Supporters — Companies that offer their tools and services for free to open source projects.
Design Principles — Create better and more consistent designs and experiences.
Theravada — Teachings from the Theravada Buddhist tradition.
inspectIT — Open source Java app performance management tool.
Open Source Maintainers — The experience of being an open source maintainer.
Calculators — Calculators for every platform.
Captcha — A type of challenge–response test used in computing to determine whether or not the user is human.
Jupyter — Create and share documents that contain code, equations, visualizations and narrative text.
FIRST Robotics Competition — International high school robotics championship.
Humane Technology — Open source projects that help improve society.
Speakers — Conference and meetup speakers in the programming and design community.
Board Games — Table-top gaming fun for all.
Software Patreons — Fund individual programmers or the development of open source projects.
Parasite — Parasites and host-pathogen interactions.
Food — Food-related projects on GitHub.
Mental Health — Mental health awareness and self-care in the software industry.
Bitcoin Payment Processors — Start accepting Bitcoin.
Scientific Computing — Solving complex scientific problems using computers.
Agriculture — Open source technology for farming and gardening.
Product Design — Design a product from the initial concept to production.
Prisma — Turn your database into a GraphQL API.
Software Architecture — The discipline of designing and building software.
Connectivity Data and Reports — Better understand who has access to telecommunication and internet infrastructure and on what terms.
Stacks — Tech stacks for building different apps and features.
Cytodata — Image-based profiling of biological phenotypes for computational biologists.
IRC — Open source messaging protocol.
Advertising — Advertising and programmatic media for websites.
Earth — Find ways to resolve the climate crisis.
Naming — Naming things in computer science done right.
Biomedical Information Extraction — How to extract information from unstructured biomedical data and text.
Web Archiving — An effort to preserve the Web for future generations.
WP-CLI — Command-line interface for WordPress.
Credit Modeling — Methods for classifying credit applicants into risk classes.
Ansible — A Python-based, open source IT configuration management and automation platform.
Biological Visualizations — Interactive visualization of biological data on the web.
QR Code — A type of matrix barcode that can be used to store and share a small amount of information.
Veganism — Making the plant-based lifestyle easy and accessible.
Translations — The transfer of the meaning of a text from one language to another.
Scriptable — An iOS app for automations in JavaScript.
Related
All Awesome Lists — All the Awesome lists on GitHub.
Awesome Indexed — Search the Awesome dataset.
Awesome Search — Quick search for Awesome lists.
StumbleUponAwesome — Discover random pages from the Awesome dataset using a browser extension.
Awesome CLI — 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.
