awesome-for-beginners
Beginner projects
A curated list of beginner-friendly projects across various programming languages and technologies
A list of awesome beginners-friendly projects.
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last commit: almost 2 years agoLinked from 4 awesome lists
awesomeawesome-listbeginner-projectbeginners-friendlylist
Awesome First PR Opportunities / .NET | |||
| Legerity | 80 | over 2 years ago | A framework for speeding up the development of automated UI tests for Windows, Android, iOS, and Web with Appium/Selenium on .NET |
| Legerity for Uno Platform | 19 | over 2 years ago | An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET |
| MvvmCross | 3,877 | almost 2 years ago | The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac |
| RawCMS | 173 | almost 6 years ago | RawCMS is a headless CMS written in ASP.NET Core, built for developers that embrace API-first technology |
| Shouldly | 2,054 | almost 2 years ago | Should testing for .NET - the way Asserting Should be! |
Awesome First PR Opportunities / Angular | |||
| Oppia | 5,863 | almost 2 years ago | Oppia is an open-source project whose aim is to empower learners across the globe by providing access to high-quality, engaging education. We envision a society in which access to high-quality education is a human right rather than a privilege |
Awesome First PR Opportunities / Ansible | |||
| Exosphere | Exosphere is a user-friendly client interface for OpenStack-based cloud systems | ||
Awesome First PR Opportunities / C | |||
| Profanity | 1,343 | almost 2 years ago | Ncurses XMPP chat client |
Awesome First PR Opportunities / C# | |||
| Cake | 3,928 | almost 2 years ago | Cake (C# Make) is a free and open source cross-platform build automation system with a C# DSL for tasks such as compiling code, copying files and folders, running unit tests, compressing files and building NuGet packages |
| grok.net | 313 | about 2 years ago | Cross platform .NET grok implementation |
| osu! | 15,628 | almost 2 years ago | Music game. Rhythm is just a click away! |
| Spectre.Console | 9,591 | almost 2 years ago | A .NET library that makes it easier to create beautiful console applications |
| Uno Platform | 9,106 | almost 2 years ago | OSS project for creating pixel-perfect, single-source C# and XAML apps which run natively on iOS, Android, macOS, Linux and Web via WebAssembly |
Awesome First PR Opportunities / C++ | |||
| electron | 114,734 | almost 2 years ago | Build cross platform desktop apps with JavaScript, HTML, and CSS |
| F3D | 2,963 | almost 2 years ago | Fast and minimalist 3D viewer |
| Godot Engine | 91,977 | almost 2 years ago | 2D and 3D cross-platform game engine. Also has C# and Python code |
| MiniOB | 3,530 | almost 2 years ago | MiniOB is a compact database that assists developers in understanding the fundamental workings of a database(main language is Chinese) |
| MoveIt | 1,740 | almost 2 years ago | Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms |
| projectM | 3,426 | almost 2 years ago | A music visualizer library using OpenGL and GLSL. Has applications using Qt5, SDL, emscripten, iTunes, Kodi |
| Roc Toolkit | 1,106 | almost 2 years ago | A toolkit for real-time audio streaming over the network |
| tensorflow | 186,822 | almost 2 years ago | Computation using data flow graphs for scalable machine learning |
| Yugabyte DB | 9,085 | almost 2 years ago | Distributed SQL database |
Awesome First PR Opportunities / Clojure | |||
| Alda | 5,643 | almost 2 years ago | A music programming language for musicians. 🎶 |
Awesome First PR Opportunities / Dart | |||
| dart.dev | 972 | almost 2 years ago | A website covering Dart language and common libraries, for developers of Dart libraries, web apps, server-side code, and mobile (Flutter) apps |
| flutter | 167,045 | almost 2 years ago | Flutter is Google's UI toolkit for building beautiful, natively compiled applications for mobile, web, desktop, and embedded devices from a single codebase |
| OpenFoodFacts | 875 | almost 2 years ago | Collaborative, free and open database of food products from around the world. Scan barcode to get info or add a product |
Awesome First PR Opportunities / Elixir | |||
| Ecto | 6,212 | almost 2 years ago | Ecto is a database wrapper and language integrated query for Elixir |
| Elixir | 24,672 | almost 2 years ago | Elixir is a dynamic, functional language designed for building scalable and maintainable applications |
Awesome First PR Opportunities / Elm | |||
| Exosphere | Exosphere is a user-friendly client interface for OpenStack-based cloud systems | ||
Awesome First PR Opportunities / Go | |||
| containerd | 17,669 | almost 2 years ago | Industry-standard container runtime with an emphasis on simplicity, robustness and portability |
| Docker/CLI | 4,993 | almost 2 years ago | The Docker CLI |
| Dragonfly | 2,311 | almost 2 years ago | Provide efficient, stable and secure file distribution and image acceleration based on p2p technology |
| Helm | 27,192 | almost 2 years ago | The Kubernetes Package Manager |
| httpexpect | 2,569 | almost 2 years ago | End-to-end HTTP and REST API testing for Go |
| Hugo | 76,514 | almost 2 years ago | A Fast and Flexible Static Site Generator built with love in GoLang |
| Kanister | 775 | almost 2 years ago | A Data Protection Workflow Management Engine |
| Killgrave | 524 | almost 2 years ago | Simple way to generate mock servers in Go |
| Kubernetes | 111,689 | almost 2 years ago | Production-Grade Container Scheduling and Management System |
| lxd | 2,888 | almost 2 years ago | System container and virtual machine manager |
| Mattermost | 30,996 | almost 2 years ago | Open source Slack-alternative in Golang and React |
| Meshery | 6,330 | almost 2 years ago | Meshery, the service mesh management plane |
| Moby | 68,896 | almost 2 years ago | Open-source application container engine |
| PureLB | Load-balancer orchestrator for Kubernetes that uses standard Linux networking and routing protocols | ||
| script | 5,589 | almost 2 years ago | A Go library for doing the kind of tasks that shell scripts are good at: reading files, executing subprocesses, counting lines, matching strings, and so on. Beginners are very welcome and will get detailed code review and help through the PR process |
| Terraform | 43,243 | almost 2 years ago | A tool for building, changing, and versioning infrastructure safely and efficiently |
| TiDB | 37,447 | almost 2 years ago | A distributed scalable Hybrid Transactional and Analytical Processing (HTAP) database |
| utils | 7 | almost 2 years ago | Common Utilities library for Go |
Awesome First PR Opportunities / Haskell | |||
| Hasura GraphQL Engine | 31,236 | almost 2 years ago | Blazing fast, instant realtime GraphQL APIs on Postgres with fine grained access control, also trigger webhooks on database events |
Awesome First PR Opportunities / Java | |||
| appsmith | 34,902 | almost 2 years ago | Drag & Drop internal tool builder |
| Codename One | 1,727 | almost 2 years ago | Cross-platform mobile app development framework for Java developers |
| DSA | 12 | almost 2 years ago | DSA questions practising repo for Java developers |
| elasticsearch | 71,007 | almost 2 years ago | Open Source, Distributed, RESTful Search Engine |
| Images-to-PDF | 1,225 | about 2 years ago | An android app to convert images to PDF file |
| JabRef | 3,674 | almost 2 years ago | Desktop application for managing literature references using modern Java features including JavaFX. Dedicated to code quality and constructive feedback: Each Pull Request is reviewed by two developers to provide high-quality feedback and to ensure high quality of new contributions |
| OpenMetadata | 5,746 | almost 2 years ago | OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration |
| QuestDB | 14,699 | almost 2 years ago | Questdb is a fast open source SQL time series database |
| Strongbox | 619 | almost 3 years ago | Strongbox is an artifact repository manager written in Java |
| TEAMMATES | 1,678 | about 2 years ago | TEAMMATES is a free online tool for managing peer evaluations and other feedback paths of your students |
| Trino (formerly Presto SQL) | 10,601 | almost 2 years ago | A distributed SQL query engine for big data. Ask for guidance on project's Slack |
| Wikimedia Commons Android App | 1,036 | almost 2 years ago | Allows users to upload pictures from their Android phone/tablet to Wikimedia Commons |
| XWiki | XWiki is a free wiki software platform written in Java with a design emphasis on extensibility. Beginners should follow the onboarding wiki | ||
| zerocode | 914 | almost 2 years ago | API Automation without coding, easy JSON response assertions, Testing REST, SOAP, Kafka and Java/DB APIs, CI/Jenkins Friendly |
Awesome First PR Opportunities / JavaScript | |||
| altair | 5,160 | almost 2 years ago | A beautiful feature-rich GraphQL Client for all platforms |
| Ancient Beast | 1,694 | almost 2 years ago | Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies |
| API-pull-with-JavaScript | API data extraction and delivery to the user to present | ||
| appsmith | 34,902 | almost 2 years ago | Drag & Drop internal tool builder |
| AVA | 20,747 | almost 2 years ago | Futuristic test runner |
| Babel | 43,304 | almost 2 years ago | A compiler for writing next generation JavaScript |
| Botpress | 12,914 | almost 2 years ago | The only sane way to build great bots |
| Brave Browser | 18,078 | almost 2 years ago | Desktop browser for macOS, Windows, and Linux |
| Check It Out | 156 | over 2 years ago | Check It Out is an ncurses-like CLI to let the user interactively navigate and select a git branch to check out |
| Create React App | 102,901 | about 2 years ago | Create React apps with no build configuration |
| cypress | 47,571 | almost 2 years ago | Fast, easy and reliable testing for anything that runs in a browser |
| electron | 114,734 | almost 2 years ago | Build cross platform desktop apps with JavaScript, HTML, and CSS |
| Ember.js | 22,500 | almost 2 years ago | A JavaScript framework for creating ambitious web applications |
| Ember.js Data | 3,041 | almost 2 years ago | A data persistence library for Ember.js |
| ESLint | 25,239 | almost 2 years ago | A fully pluggable tool for identifying and reporting on patterns in JavaScript |
| eslint-plugin-unicorn | 4,326 | almost 2 years ago | Awesome ESLint rules |
| Fastify | 32,612 | almost 2 years ago | Fast and low overhead web framework, for Node.js |
| freeCodeCamp | 407,038 | almost 2 years ago | Open source codebase and curriculum. Learn to code and help nonprofits |
| Gatsby.js | 55,317 | almost 2 years ago | Build blazing fast, modern apps and websites with React |
| Ghost | 47,732 | almost 2 years ago | Just a blogging platform |
| grommet | 8,349 | almost 2 years ago | a react-based framework that provides accessibility, modularity, responsiveness, and theming in a tidy package |
| Habitica | 12,175 | almost 2 years ago | Habitica is a gamified task manager, webapp and android/ios app, really wonderful atmosphere. Guidance for contributing here (mongo, express, vue, node stack for webapp) |
| HMPL | 23 | almost 2 years ago | Server-oriented customizable templating for JavaScript |
| Hoppscotch | 66,110 | almost 2 years ago | A free, fast and beautiful API request builder |
| HueHive | 61 | almost 2 years ago | A open source react native app iOS and android for color palette management |
| iD | 3,382 | almost 2 years ago | The easy-to-use OpenStreetMap editor in JavaScript |
| Jasmine | 15,763 | almost 2 years ago | Simple JavaScript testing framework for browsers and node.js |
| Jest | 44,353 | almost 2 years ago | A complete and easy to set up JavaScript testing solution |
| json-editor | 4,536 | almost 2 years ago | JSON Schema Based Editor. JSON Editor takes a JSON Schema and uses it to generate an HTML form. It has full support for JSON Schema version 3 and 4 and can integrate with several popular CSS frameworks (bootstrap, spectre, tailwind) |
| Kinto.js | 318 | almost 2 years ago | An offline-first JavaScript client leveraging the Kinto API for remote data synchronization |
| Leaflet | 41,640 | almost 2 years ago | JavaScript library for mobile-friendly interactive maps |
| material-ui | 94,275 | almost 2 years ago | React components for faster and easier web development. Build your own design system, or start with Material Design |
| Mattermost | 30,996 | almost 2 years ago | Open source Slack-alternative in Golang and React |
| Meteor | 44,479 | almost 2 years ago | Meteor is an ultra-simple environment for building modern web applications |
| Mocha | 22,648 | almost 2 years ago | Javascript test framework for Node.js and the browser |
| Moment.js | 48,013 | about 2 years ago | A lightweight JavaScript date library for parsing, validating, manipulating, and formatting dates |
| name-suggestion-index | 720 | almost 2 years ago | Canonical common brand names for OpenStreetMap |
| NativeScript | 24,347 | almost 2 years ago | NativeScript is an open source framework for building truly native mobile apps with JavaScript. Use web skills, like Angular and Vue.js, FlexBox and CSS, and get native UI and performance on iOS and Android |
| netlify-cms | 18,019 | almost 2 years ago | Open source content management for your git workflow |
| Next.js | 127,853 | almost 2 years ago | A minimalistic framework for universal server-rendered React applications |
| Node.js core | 108,373 | almost 2 years ago | JavaScript runtime built on Chrome's V8 JavaScript engine |
| nuclear | 12,296 | almost 2 years ago | Multiplatform music player that streams from free sources |
| p5.js | 21,774 | almost 2 years ago | p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web |
| pixi.js | 44,140 | almost 2 years ago | A 2D JavaScript Renderer |
| PouchDB | 16,961 | almost 2 years ago | PouchDB is a pocket-sized database |
| Predator | 578 | almost 2 years ago | A powerful open-source platform for load testing APIs |
| ramda-adjunct | 683 | almost 2 years ago | Ramda Adjunct is the most popular and most comprehensive set of functional utilities for use with Ramda, providing a variety of useful, well tested functions with excellent documentation |
| Rawsec Cybersecurity Inventory | An inventory of tools and resources that aims to help people to find everything related to CyberSecurity | ||
| React | 230,386 | almost 2 years ago | A declarative, efficient, and flexible JavaScript library for building user interfaces |
| React Native | 119,748 | almost 2 years ago | A framework for building native apps with React |
| React server | 3,889 | over 5 years ago | React framework with server render for blazing fast page load and seamless transitions between pages in the browser |
| React-content-loader | 1,230 | almost 2 years ago | Tool to create your own react-content-loader easily |
| ReactiveSearch | 4,906 | almost 2 years ago | A UI components library for Elasticsearch: Available for React, Vue and React Native |
| reactjs.org | 11,102 | almost 2 years ago | The documenation website for reactjs |
| Reddit Enhancement Suite | 4,192 | almost 2 years ago | A browser extension to enhance the Reddit browsing experience |
| Semantic-UI-React | 13,235 | almost 2 years ago | The official React integration for Semantic UI |
| serverless | 46,519 | almost 2 years ago | The Serverless Framework |
| SirixDB | 26 | about 3 years ago | A Svelte/Sapper based web front-end for SirixDB, which is a versioned NoSQL document store (XML and JSON) written in Java |
| Storybook JS | 84,900 | almost 2 years ago | Storybook is a frontend workshop for building UI components and pages in isolation |
| stryker | 2,613 | almost 2 years ago | The JavaScript mutation testing framework |
| Superalgos | 4,309 | almost 2 years ago | A completely Open Source crypto trading bot rewarding good contributions with the SA(Superalgos)-Token |
| Svelte | 80,500 | almost 2 years ago | Component framework that runs at build time, converting your components into highly efficient imperative code that surgically updates the DOM |
| swag-for-dev | 4,277 | almost 2 years ago | Swag opportunities for developers |
| Tessel 2 CLI | 114 | over 6 years ago | Command line interface to Tessel 2 |
| Time to Leave | 464 | almost 2 years ago | Working hours time tracker app based on Electron and Javascript |
| Vest | 2,573 | almost 2 years ago | Validations framework inspired by unit testing frameworks |
| Video Hub App | 597 | almost 2 years ago | Angular & Electron app for browsing and searching videos on your PC |
| Video.js | 38,212 | almost 2 years ago | The player framework |
| Vite | 69,303 | almost 2 years ago | Next generation frontend tooling. It's fast! Alternative to Create React App |
| Vue Router | 18,990 | almost 2 years ago | The official router for Vue.js |
| Vue.js | 208,155 | almost 2 years ago | The Progressive JavaScript Framework |
| VuePress | 22,615 | about 2 years ago | Minimalistic Vue-powered static site generator |
| webdriver.io | 9,115 | almost 2 years ago | Next-gen browser and mobile automation test framework for Node.js |
| Yarn | 41,460 | almost 2 years ago | Fast, reliable, and secure dependency management |
Awesome First PR Opportunities / JSON | |||
| Rawsec Cybersecurity Inventory | An inventory of tools and resources that aims to help people to find everything related to CyberSecurity | ||
Awesome First PR Opportunities / Julia | |||
| Julia | 45,995 | almost 2 years ago | Julia Projects for Beginners — Easy Ideas to Get Started Coding in Julia |
| Julia Language: Good first issue | 45,995 | almost 2 years ago | "Move like Python, Run like C" - A fresh approach to technical computing! |
| Julia Language: Help wanted | 45,995 | almost 2 years ago | "Move like Python, Run like C" - A fresh approach to technical computing! |
Awesome First PR Opportunities / Kotlin | |||
| Atrium | 572 | almost 2 years ago | Multiplatform assertion library for Kotlin |
| Hexagon | 582 | almost 2 years ago | A microservices toolkit written in Kotlin |
| Non-Blocking SirixDB HTTP(S)-Server | 1,131 | almost 2 years ago | A non-blocking HTTP(S)-Server for SirixDB, a temporal, evolutionary NoSQL document store for XML and JSON |
| OpenCalc | 888 | almost 2 years ago | A simple and beautiful calculator for Android |
| Scribe-Android | 42 | almost 2 years ago | Android keyboards for language learners with translation, verb conjugation and more! |
Awesome First PR Opportunities / Markdown | |||
| tldr-pages | 51,693 | almost 2 years ago | Collaborative cheatsheets for console commands |
Awesome First PR Opportunities / MLOps | |||
| SuperDuperDB | 4,868 | almost 2 years ago | 🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data |
Awesome First PR Opportunities / Perl | |||
| Ravada | 567 | almost 2 years ago | Remote Virtual Desktops Manager |
Awesome First PR Opportunities / PHP | |||
| Appwrite | 45,878 | almost 2 years ago | An End-to-end backend server for frontend and mobile developers. 🚀 |
| Deployer | 10,654 | almost 2 years ago | A deployment tool written in PHP with support for popular frameworks out of the box |
| Drupal | Leading open-source CMS for ambitious digital experiences that reach your audience across multiple channels | ||
| Flarum | 6,406 | almost 2 years ago | Simple forum software for building great communities |
| FreshRSS | 10,189 | almost 2 years ago | FreshRSS is a self-hosted RSS and Atom feed aggregator. It is lightweight, easy to work with, powerful, and customizable. Since 2012 |
| Laravel Newsletters | 1,613 | about 2 years ago | A package that provides an easy way to integrate MailChimp with Laravel 5 |
| Matomo | 20,003 | almost 2 years ago | Matomo is the leading Free/Libre open analytics platform |
| MediaWiki | The free and open-source wiki software package that powers Wikipedia | ||
| NextCloud Server | 27,707 | almost 2 years ago | Nextcloud server, a safe home for all your data |
| OrgManager | 199 | almost 3 years ago | Supercharge your GitHub organizations! |
| PHP Censor | 678 | almost 2 years ago | Open source self-hosted continuous integration server for PHP projects |
| phpMyAdmin | 7,307 | almost 2 years ago | Admin interface for MySQL written in PHP |
| PrestaShop | 8,267 | almost 2 years ago | The open source ecommerce solution to start your online business and start selling online |
| Symfony | 29,863 | almost 2 years ago | Symfony is a PHP framework for web applications and a set of reusable PHP components |
Awesome First PR Opportunities / Pug | |||
| Rawsec Cybersecurity Inventory | An inventory of tools and resources that aims to help people to find everything related to CyberSecurity | ||
Awesome First PR Opportunities / Python | |||
| activist | 266 | almost 2 years ago | activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them |
| Ansible | 63,373 | almost 2 years ago | A simple IT automation platform |
| ArviZ | 1,620 | almost 2 years ago | Exploratory Anaylsis of Bayesian Models |
| Bokeh | 19,453 | almost 2 years ago | Bokeh is an interactive visualization library for modern web browsers |
| BorgBackup | 11,305 | almost 2 years ago | Deduplicating backup program with compression and authenticated encryption |
| CiviWiki | 595 | almost 2 years ago | Building a Better Democracy for the Internet Age |
| coala | 3,554 | over 2 years ago | A unified command-line interface for linting and fixing all your code, regardless of the programming languages you use |
| Colossal-AI | 38,907 | almost 2 years ago | An open-source deep learning system for large-scale model training and inference with high efficiency and low cost |
| cookiecutter | 22,767 | almost 2 years ago | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects |
| datascience | 635 | over 2 years ago | A Jupyter notebook Python library for introductory data science |
| django cookiecutter | 12,227 | almost 2 years ago | An implementation of Python for backend web development |
| Embedchain | 23,331 | almost 2 years ago | Embedchain is a framework to easily create LLM powered bots over any dataset |
| Fabric | 14,953 | over 2 years ago | Pythonic remote execution and deployment |
| FastAPI | 78,676 | almost 2 years ago | A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints |
| H2O Wave | 4,018 | almost 2 years ago | Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience |
| H2O Wave Apps | 149 | almost 2 years ago | Sample AI Apps built with H2O Wave |
| Harmony | 10 | almost 2 years ago | Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs. Up for a challenge? Try for a chance to win up to £500! |
| jarvis | 3,037 | almost 2 years ago | A personal assistant for Linux, MacOs and Windows based on Command line Interface |
| Jupyter notebook | 11,823 | almost 2 years ago | Jupyter interactive notebook |
| Kinto | 4,342 | almost 2 years ago | A lightweight JSON storage service with synchronisation and sharing abilities |
| matplotlib | 20,443 | almost 2 years ago | Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python |
| MindsDB | 26,915 | almost 2 years ago | MindsDB is an open source AI layer for existing databases |
| mitmproxy | 37,148 | almost 2 years ago | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers |
| mygpo | 280 | almost 2 years ago | The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content |
| mypy | 18,687 | almost 2 years ago | An optional static typing for python |
| OMRChecker | 791 | almost 2 years ago | OMRChecker helps to grade exams fast and accurately using a scanner 🖨 or your phone 🤳. Learn image processing with Python and OpenCV while contributing to one of the most popular repositories related to OMR topic on github |
| OpenMetadata | 5,746 | almost 2 years ago | OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration |
| Oppia | 5,863 | almost 2 years ago | Oppia is an open-source project whose aim is to empower learners across the globe by providing access to high-quality, engaging education. We envision a society in which access to high-quality education is a human right rather than a privilege |
| opsdroid | 835 | about 2 years ago | An open source chat-ops bot framework |
| pandas | 44,052 | almost 2 years ago | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more |
| Pytest | 12,219 | almost 2 years ago | The pytest framework makes it easy to write small tests, yet scales to support complex functional testing |
| Python Babel | 1,342 | almost 2 years ago | The Python Internationalization Library |
| pythonping | 201 | about 2 years ago | PythonPing is a simple library to execute ICMP pings natively in Python without resorting to spawning a shell |
| Pytorch | 84,978 | almost 2 years ago | PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing |
| SaltStack | 14,245 | almost 2 years ago | Software to automate the management and configuration of any infrastructure or application at scale |
| scikit-learn | 60,451 | almost 2 years ago | Scikit-learn is a machine learning library for Python |
| scrapy | 53,484 | almost 2 years ago | A fast high-level web crawling & scraping framework for Python |
| Sorting-Algorithms-Visualizer | 431 | almost 2 years ago | A tool for visualizing sorting algorithms with a educational Wiki Page |
| SuperDuperDB | 4,868 | almost 2 years ago | 🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data |
| SymPy | 13,130 | almost 2 years ago | A Python library for symbolic mathematics |
| tree-sitter-legesher-python | 45 | almost 3 years ago | Learn and code in Python using your native language |
| wemake-python-styleguide | 2,574 | almost 2 years ago | The strictest and most opinionated python linter ever! |
| Zulip | 21,805 | almost 2 years ago | Powerful open source group chat |
Awesome First PR Opportunities / Ruby | |||
| Avo Admin for Ruby on Rails | 1,546 | almost 2 years ago | Build business apps 10x faster using Ruby on Rails |
| bolt | 505 | almost 2 years ago | Bolt is a Ruby command-line tool for executing commands, scripts, and tasks on remote systems using SSH and WinRM |
| chatwoot | 21,631 | almost 2 years ago | Opensource customer support platform which can be an alternative to Intercom, Zendesk, Drift, Crisp etc |
| chef | 7,634 | almost 2 years ago | A systems integration framework, built to bring the benefits of configuration management to your entire infrastructure |
| Hanami | 6,235 | almost 2 years ago | A modern framework for Ruby |
| JRuby | 3,796 | almost 2 years ago | An implementation of Ruby on the Java Virtual Machine |
| mapknitter | 268 | over 2 years ago | Upload your own aerial images, position (rubbersheet) them in a web interface over existing map data, and share via web or composite and export for print |
| multiwoven | 1,556 | almost 2 years ago | The open-source reverse ETL, data activation platform for modern data teams |
| ohai | 679 | almost 2 years ago | Ohai profiles your system and emits JSON |
| open-build-service | 940 | almost 2 years ago | A generic system to build and distribute packages from sources in an automatic, consistent and reproducible way |
| osem | 881 | almost 2 years ago | Open Source Event Manager. An event management tool tailored to Free and Open Source Software conferences |
| PublicLab.org | 961 | about 2 years ago | An open source publishing platform for environmental projects. Check out new contributors welcome page |
| Ruby on Rails | 56,200 | almost 2 years ago | Ruby on Rails (Rails) is an open source web application framework written in Ruby |
| Sinatra | 12,212 | almost 2 years ago | Classy web-development dressed in a DSL |
Awesome First PR Opportunities / Rust | |||
| a-b-street | 7,812 | about 2 years ago | Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit |
| dotenv-linter | 1,844 | almost 2 years ago | Lightning-fast linter for .env files. Written in Rust |
| Hyper | 14,680 | almost 2 years ago | A fast, safe and correct low-level HTTP library for Rust |
| Iron | 6,132 | over 2 years ago | An extensible, concurrent web framework for Rust |
| nushell | 32,955 | almost 2 years ago | A modern shell for the GitHub era written in Rust |
| Ockam | 4,488 | almost 2 years ago | End-to-end encryption and mutual authentication for distributed applications |
| Rust-Clippy | 11,559 | almost 2 years ago | A bunch of lints to catch common mistakes and improve Rust code |
| Rustfmt | 6,095 | almost 2 years ago | A tool for formatting Rust code according to style guidelines |
| Servo | 28,713 | almost 2 years ago | A browser engine designed for applications including embedded use |
| Sniffnet | 18,773 | almost 2 years ago | Application to comfortably monitor network traffic |
| TensorZero | 1,245 | almost 2 years ago | TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models |
| TiKV | 15,385 | almost 2 years ago | A distributed transactional key-value database |
| Veloren | Veloren is a multiplayer voxel RPG written in Rust | ||
| zoom-rs | 1,430 | almost 2 years ago | Teleconference system with a web based user interface written in Rust |
Awesome First PR Opportunities / Scala | |||
| playframework | 12,558 | almost 2 years ago | The High Velocity Web Framework |
| Twitter Util | 2,692 | almost 2 years ago | Wonderful reusable code from Twitter |
Awesome First PR Opportunities / Smalltalk | |||
| Pharo | 1,222 | almost 2 years ago | A dynamic reflective pure object-oriented language supporting live programming inspired by Smalltalk |
Awesome First PR Opportunities / Swift | |||
| Basic-Car-Maintenance | 261 | almost 2 years ago | A basic app to track your car's maintenance events, like fixes, oil changes, etc |
Awesome First PR Opportunities / TypeScript | |||
| activist | 266 | almost 2 years ago | activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them |
| Amplication | 15,406 | almost 2 years ago | Amplication is an open-source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks |
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Awesome First PR Opportunities / Thanks to GitHub Sponsors | |||
| Michał Gołkowski | |||
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