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Merge branch 'main' into add-itertools-ts

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Sammy Hori
2025-01-28 21:24:12 +00:00
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parent 2e35b616f0 f43ee199a6
commit 2beb884293
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40
.github/README-template.j2 vendored Normal file
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<!-- DO NOT EDIT THIS FILE (`README.md`) -->
<!-- ALL ENTRIES SHOULD BE ADDED TO AND REMOVED FROM `data.json` -->
<!-- SEE THE CONTRIBUTING GUIDE (`CONTRIBUTING.md`) FOR MORE GUIDANCE -->
<!-- YOU MAY IGNORE THIS MESSAGE IF YOU ARE EDITING `README-template.j2` -->
# Awesome First PR Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post.
If you are a maintainer of open-source projects, add the label `first-timers-only` (or similar) to your project and list it here so that people can find it.
If you are not a programmer but would like to contribute, check out the [Awesome for non-programmers](https://github.com/szabgab/awesome-for-non-programmers) list.
If you would like to be guided through how to contribute to a repository on GitHub, check out [the First Contributions repository](https://github.com/firstcontributions/first-contributions).
## Table of Contents:
||Languages|
|--|--|{% for category_group, categories in category_groups.items() %}
|{{ category_group }}|{% for category in categories %}[{{ category.title }}](#{{ category.link_id }}){% if loop.index < (categories | length) %}, {% endif %}{% endfor %}|{% endfor %}
{% for category in categories %}
## {{ category.title }}
{% for entry in category.entries %}
- [{{ entry.name }}]({{ entry.link }}) _(label: {% if entry.label is defined %}{{ entry.label }}{% else %}n/a{% endif %})_ <br> {{ entry.description }}{% endfor %}
{% endfor %}
## Contribute
Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md).
## Thanks to GitHub Sponsors
<table><tr>{% for sponsor in sponsors %}{% if loop.index != 1 and (loop.index - 1) % 6 == 0 %}</tr><tr>{% endif %}<td align="center"><a href="{{ sponsor.link }}"><img src="{{ sponsor.image }}" width="60px;" alt=""/><br/><sub><b>{{ sponsor.name }}</b></sub></a></td>{% endfor %}</tr></table>
## License
[![CC0](http://i.creativecommons.org/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)
To the extent possible under law, the author has waived all copyrights and related or neighboring rights to this work.

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const fs = require('fs');
const data = require('../../data.json');
const TPL_FILE = './.github/tpl.md';
const TARGET = './README.md';
const tpl = getTemplate(TPL_FILE);
const categories = {};
data.repositories.sort((a, b) => {
const nameA = a.name.toUpperCase();
const nameB = b.name.toUpperCase();
if (nameA < nameB) {
return -1;
}
if (nameA > nameB) {
return 1;
}
return 0;
}).forEach(repo =>
repo.technologies.forEach(tech => {
if (!categories.hasOwnProperty(tech)) {
categories[tech] = [];
}
categories[tech].push(repo);
}))
const sortedCategories = Object.fromEntries(Object.entries(categories).sort((a, b) => {
const nameA = a[0].toUpperCase();
const nameB = b[0].toUpperCase();
if (nameA < nameB) {
return -1;
}
if (nameA > nameB) {
return 1;
}
return 0;
}));
const toc = Object.keys(sortedCategories)
.map(t => `- [${t}](#${data.technologies[t] || t.toLowerCase()})`)
.join('\n');
const content = Object.keys(sortedCategories)
.map(category => {
const repos = sortedCategories[category].map(repo => `- [${repo.name}](${repo.link}) _(label: ${repo.label || 'n/a'})_ <br> ${repo.description}`).join('\n')
return `## ${category}\n\n${repos}\n`
}).join('\n');
const sponsorList = data.sponsors.map(sponsor => `<td align="center"><a href="${sponsor.link}"><img src="${sponsor.image}" width="60px;" alt=""/><br/><sub><b>${sponsor.name}</b></sub></a></td>`)
const sponsorRows = Math.ceil(sponsorList.length / 6);
let sponsors = '';
for (let i = 1; i <= sponsorRows; i++) {
sponsors += '<tr>';
for(let j = 0; j < 6; j++) {
if (sponsorList.length > i*j) {
sponsors += sponsorList[i*j];
} else if (sponsorRows > 1) {
sponsors += '<td></td>'
}
}
sponsors += '</tr>';
}
sponsors = `<table>${sponsors}</table>`
saveFile(TARGET, render(tpl, { toc, content, sponsors }));
function getTemplate(file) {
return fs.readFileSync(file).toString();
}
function saveFile(file, contents) {
return fs.writeFileSync(file, contents);
}
function render(template, variables) {
Object
.entries(variables)
.forEach(([key, value]) => {
template = template.replace(new RegExp(`<% ${key} %>`, 'g'), value);
});
return template;
}

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.github/scripts/render-readme.py vendored Executable file
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from jinja2 import Environment, FileSystemLoader
import json
DATAFILE = "./data.json"
TEMPLATEPATH = "./.github/"
TEMPLATEFILE = "README-template.j2"
TARGETFILE = "./README.md"
def new_technology_dict(repo_technology):
return {"link_id": repo_technology.lower(), "entries": []}
technologies = {}
with open(DATAFILE, "r") as datafile:
data = json.loads(datafile.read())
for technology in data["technologies"]:
technologies[technology] = {
"link_id": data["technologies"][technology],
"entries": [],
}
for repository in data["repositories"]:
repo_technologies = repository["technologies"]
for repo_technology in repo_technologies:
if not technologies.get(repo_technology, False):
technologies[repo_technology] = new_technology_dict(repo_technology)
technologies[repo_technology]["entries"].append(repository)
env = Environment(loader=FileSystemLoader(TEMPLATEPATH))
template = env.get_template(TEMPLATEFILE)
categories = []
for key, value in zip(technologies.keys(), technologies.values()):
categories.append(
{"title": key, "link_id": value["link_id"], "entries": value["entries"]}
)
categories = sorted(categories, key=lambda x: x["title"].upper())
category_groups = {"Misc": []}
for category in categories:
category["entries"] = sorted(category["entries"], key=lambda x: x["name"].upper())
first_char = category["title"][0].upper()
if first_char in "ABCDEFGHIJKLMNOPQRSTUVWXYZ":
if first_char not in category_groups:
category_groups[first_char] = []
category_groups[first_char].append(category)
else:
category_groups["Misc"].append(category)
sponsors = data["sponsors"]
output = template.render(category_groups=category_groups, categories=categories, sponsors=sponsors)
open(TARGETFILE, "w").write(output)

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# Awesome First PR Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post.
If you are a maintainer of open-source projects, add the label `first-timers-only` (or similar) to your project and list it here so that people can find it.
If you are not a programmer but would like to contribute, check out the [Awesome for non-programmers](https://github.com/szabgab/awesome-for-non-programmers) list.
## Table of Contents:
<% toc %>
<% content %>
## Contribute
Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md).
## Thanks to GitHub Sponsors
<% sponsors %>
## License
[![CC0](http://i.creativecommons.org/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)
To the extent possible under law, the author has waived all copyrights and related or neighboring rights to this work.

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runs-on: ubuntu-latest runs-on: ubuntu-latest
steps: steps:
- uses: actions/checkout@v3 - uses: actions/checkout@v3
- uses: actions/setup-node@v2 - name: install jinja2
with: run: sudo pip install jinja2
node-version: "16.x"
- name: Build - name: Build
run: node .github/scripts/build.js run: python3 .github/scripts/render-readme.py
- name: Commit - name: Commit
run: | run: |
git config --global user.name 'Shmavon Gazanchyan' git config --global user.name 'Shmavon Gazanchyan'

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CONTRIBUTING.md
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Please ensure that your pull request adheres to the following guidelines: Please ensure that your pull request adheres to the following guidelines:
- Search previous suggestions before making a new one, as yours may be a duplicate. - Search previous suggestions before making a new one to avoid duplicates.
- Make sure your contribution is useful and relevant before submitting. That implies it has enough content and every item has a good succinct description. - Ensure your contribution is useful and relevant, with sufficient content and a clear, concise description for each item. Make sure your contribution is useful and relevant before submitting. That implies it has enough content and every item has a good succinct description.
- Make an individual pull request for each suggestion. - Make an individual pull request for each suggestion.
- Only include your suggested repository to `data.json` file, README.md file is generated from it. - Only include your suggested repository to `data.json` file, README.md file is generated from it.
- New categories or improvements to the existing categorization are welcome. - New categories or improvements to existing categories are welcome.
- Check your spelling and grammar. - Check your spelling and grammar.
- Make sure your text editor is set to remove trailing whitespace. - Make sure your text editor is set to remove trailing whitespace.
- The pull request and commit should be given a meaningful title. - The pull request and commit should be given a meaningful title.
- Ensure that you describe your pull request. - Ensure that you describe your pull request.
- If the label does not clearly state it's "beginner friendly" purpose, please make sure to confirm with the maintainer that it is used for such issues. Please include the link to where the maintainer approves it in the - If the label does not clearly state its "beginner-friendly" purpose, confirm with the maintainer that it is used for such issues. Include a link to where the maintainer approves this.
- Maintainer confirmation is also required in case repository has more than one beginner-friendly-like label (e.g. `low-hanging-fruit` and `up-for-grabs`). - Maintainer confirmation is also required in case repository has more than one beginner-friendly-like label (e.g. `low-hanging-fruit` and `up-for-grabs`).
- The contributed repository must be maintained, have an active community to be able to help newcomers and have issues with an appropriate label. - Ensure the contributed repository is actively maintained, has a supportive community, and issues with appropriate labels.
- Links must be pointing directly to the repository, no tracking links allowed. This list is not for advertising purposes. - Links must be pointing directly to the repository, no tracking links allowed. This list is not for advertising purposes.
Thank you for your suggestions! Thank you for your suggestions!!

393
README.md
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@@ -1,3 +1,8 @@
<!-- DO NOT EDIT THIS FILE (`README.md`) -->
<!-- ALL ENTRIES SHOULD BE ADDED TO AND REMOVED FROM `data.json` -->
<!-- SEE THE CONTRIBUTING GUIDE (`CONTRIBUTING.md`) FOR MORE GUIDANCE -->
<!-- YOU MAY IGNORE THIS MESSAGE IF YOU ARE EDITING `README-template.j2` -->
# Awesome First PR Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) # Awesome First PR Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post. Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post.
@@ -6,83 +11,76 @@ If you are a maintainer of open-source projects, add the label `first-timers-onl
If you are not a programmer but would like to contribute, check out the [Awesome for non-programmers](https://github.com/szabgab/awesome-for-non-programmers) list. If you are not a programmer but would like to contribute, check out the [Awesome for non-programmers](https://github.com/szabgab/awesome-for-non-programmers) list.
If you would like to be guided through how to contribute to a repository on GitHub, check out [the First Contributions repository](https://github.com/firstcontributions/first-contributions).
## Table of Contents: ## Table of Contents:
- [.NET](#net) ||Languages|
- [Ansible](#ansible) |--|--|
- [C](#c) |Misc|[.NET](#net)|
- [C#](#c-1) |A|[Angular](#angular), [Ansible](#ansible)|
- [C++](#c-2) |C|[C](#c), [C#](#c-1), [C++](#c-2), [Clojure](#clojure)|
- [Clojure](#clojure) |D|[Dart](#dart)|
- [ClojureScript](#clojurescript) |E|[Elixir](#elixir), [Elm](#elm)|
- [Dart](#dart) |G|[Go](#go)|
- [Elixir](#elixir) |H|[Haskell](#haskell)|
- [Elm](#elm) |J|[Java](#java), [JavaScript](#javascript), [JSON](#json), [Julia](#julia)|
- [Go](#go) |K|[Kotlin](#kotlin)|
- [Haskell](#haskell) |M|[Markdown](#markdown), [MLOps](#mlops)|
- [Java](#java) |P|[Perl](#perl), [PHP](#php), [Pug](#pug), [Python](#python)|
- [JavaScript](#javascript) |R|[Ruby](#ruby), [Rust](#rust)|
- [Julia](#julia) |S|[Scala](#scala), [Smalltalk](#smalltalk), [Swift](#swift)|
- [Kotlin](#kotlin) |T|[TypeScript](#typescript)|
- [LaTeX](#latex)
- [Markdown](#markdown)
- [Perl](#perl)
- [PHP](#php)
- [Python](#python)
- [Ruby](#ruby)
- [Rust](#rust)
- [Scala](#scala)
- [Smalltalk](#smalltalk)
- [Swift](#swift)
- [TypeScript](#typescript)
## .NET ## .NET
- [Legerity](https://github.com/MADE-Apps/legerity) _(label: good first issue)_ <br> A framework for speeding up the development of automated UI tests for Windows, Android, iOS, and Web with Appium/Selenium on .NET. - [Legerity](https://github.com/MADE-Apps/legerity) _(label: good first issue)_ <br> 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](https://github.com/MADE-Apps/legerity-uno) _(label: good first issue)_ <br> An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET. - [Legerity for Uno Platform](https://github.com/MADE-Apps/legerity-uno) _(label: good first issue)_ <br> An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET.
- [MvvmCross](https://github.com/MvvmCross/MvvmCross) _(label: first-timers-only)_ <br> The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac. - [MvvmCross](https://github.com/MvvmCross/MvvmCross) _(label: first-timers-only)_ <br> The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac.
- [RawCMS](https://github.com/arduosoft/RawCMS) _(label: good-first-issue)_ <br> RawCMS is a headless CMS written in ASP.NET Core, built for developers that embrace API-first technology. - [RawCMS](https://github.com/arduosoft/RawCMS) _(label: good first issue)_ <br> RawCMS is a headless CMS written in ASP.NET Core, built for developers that embrace API-first technology.
- [Shouldly](https://github.com/shouldly/shouldly) _(label: Jump-In)_ <br> Should testing for .NET - the way Asserting Should be! - [Shouldly](https://github.com/shouldly/shouldly) _(label: Jump-In)_ <br> Should testing for .NET - the way Asserting Should be!
## Angular
- [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_ <br> 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.
## Ansible ## Ansible
- [Exosphere](https://gitlab.com/exosphere/exosphere/-/issues/?label_name[]=Good%20First%20Issue) _(label: Good First Issue)_ <br> Exosphere is a user-friendly client interface for OpenStack-based cloud systems. - [Exosphere](https://gitlab.com/exosphere/exosphere) _(label: Good First Issue)_ <br> Exosphere is a user-friendly client interface for OpenStack-based cloud systems.
## C ## C
- [Neovim](https://github.com/neovim/neovim) _(label: good-first-issue)_ <br> Vim-fork focused on extensibility and agility. - [Profanity](https://github.com/profanity-im/profanity) _(label: good first issue)_ <br> Ncurses XMPP chat client.
- [Profanity](https://github.com/profanity-im/profanity) _(label: good-first-issue)_ <br> Ncurses XMPP chat client.
## C# ## C#
- [Cake](https://github.com/cake-build/cake) _(label: Good-first-issue)_ <br> 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. - [Cake](https://github.com/cake-build/cake) _(label: Good-first-issue)_ <br> 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](https://github.com/Marusyk/grok.net) _(label: good-first-issue)_ <br> Cross platform .NET grok implementation - [grok.net](https://github.com/Marusyk/grok.net) _(label: good first issue)_ <br> Cross platform .NET grok implementation
- [OpenRA](https://github.com/OpenRA/OpenRA) _(label: Easy)_ <br> A Real Time Strategy game engine supporting early Westwood classics such as Command & Conquer: Red Alert. - [osu!](https://github.com/ppy/osu) _(label: good first issue)_ <br> Music game. Rhythm is just a click away!
- [osu!](https://github.com/ppy/osu) _(label: good-first-issue)_ <br> Music game. Rhythm is just a click away! - [Spectre.Console](https://github.com/spectreconsole/spectre.console) _(label: good first issue)_ <br> A .NET library that makes it easier to create beautiful console applications.
- [Uno Platform](https://github.com/unoplatform/uno) _(label: good-first-issue)_ <br> OSS project for creating pixel-perfect, single-source C# and XAML apps which run natively on iOS, Android, macOS, Linux and Web via WebAssembly. - [Uno Platform](https://github.com/unoplatform/uno) _(label: good first issue)_ <br> OSS project for creating pixel-perfect, single-source C# and XAML apps which run natively on iOS, Android, macOS, Linux and Web via WebAssembly.
## C++ ## C++
- [electron](https://github.com/electron/electron) _(label: good-first-issue)_ <br> Build cross platform desktop apps with JavaScript, HTML, and CSS - [electron](https://github.com/electron/electron) _(label: good first issue)_ <br> Build cross platform desktop apps with JavaScript, HTML, and CSS
- [F3D](https://github.com/f3d-app/f3d) _(label: good first issue)_ <br> Fast and minimalist 3D viewer.
- [Godot Engine](https://github.com/godotengine/godot) _(label: good first issue)_ <br> 2D and 3D cross-platform game engine. Also has C# and Python code. - [Godot Engine](https://github.com/godotengine/godot) _(label: good first issue)_ <br> 2D and 3D cross-platform game engine. Also has C# and Python code.
- [MoveIt](https://github.com/ros-planning/moveit) _(label: good-first-issue)_ <br> Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms. - [MiniOB](https://github.com/oceanbase/miniob) _(label: good first issue)_ <br> MiniOB is a compact database that assists developers in understanding the fundamental workings of a database(main language is Chinese).
- [projectM](https://github.com/projectM-visualizer/projectm) _(label: good-first-issue)_ <br> A music visualizer library using OpenGL and GLSL. Has applications using Qt5, SDL, emscripten, iTunes, Kodi. - [MoveIt](https://github.com/ros-planning/moveit) _(label: good first issue)_ <br> Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms.
- [projectM](https://github.com/projectM-visualizer/projectm) _(label: good first issue)_ <br> A music visualizer library using OpenGL and GLSL. Has applications using Qt5, SDL, emscripten, iTunes, Kodi.
- [Roc Toolkit](https://github.com/roc-streaming/roc-toolkit) _(label: help-wanted)_ <br> A toolkit for real-time audio streaming over the network. - [Roc Toolkit](https://github.com/roc-streaming/roc-toolkit) _(label: help-wanted)_ <br> A toolkit for real-time audio streaming over the network.
- [tensorflow](https://github.com/tensorflow/tensorflow) _(label: stat:contributions-welcome)_ <br> Computation using data flow graphs for scalable machine learning - [tensorflow](https://github.com/tensorflow/tensorflow) _(label: stat:contributions-welcome)_ <br> Computation using data flow graphs for scalable machine learning
- [Yugabyte DB](https://github.com/yugabyte/yugabyte-db) _(label: good-first-issue)_ <br> Distributed SQL database. - [Yugabyte DB](https://github.com/yugabyte/yugabyte-db) _(label: good first issue)_ <br> Distributed SQL database.
## Clojure ## Clojure
- [Alda](https://github.com/alda-lang/alda) _(label: low-hanging-fruit)_ <br> A music programming language for musicians. 🎶 - [Metabase](https://github.com/metabase/metabase) _(label: good first issue)_ <br> Open source business intelligence and analytics platform
## ClojureScript
- [LightTable](https://github.com/LightTable/LightTable) _(label: good-first-issue)_ <br> The Next Generation code editor! One of the top funded projects on KickStarter.
## Dart ## Dart
- [dart.dev](https://github.com/dart-lang/site-www) _(label: beginner)_ <br> A website covering Dart language and common libraries, for developers of Dart libraries, web apps, server-side code, and mobile (Flutter) apps. - [dart.dev](https://github.com/dart-lang/site-www) _(label: beginner)_ <br> A website covering Dart language and common libraries, for developers of Dart libraries, web apps, server-side code, and mobile (Flutter) apps.
- [flutter](https://github.com/flutter/flutter) _(label: good first contribution)_ <br> Flutter is Google's UI toolkit for building beautiful, natively compiled applications for mobile, web, desktop, and embedded devices from a single codebase. - [flutter](https://github.com/flutter/flutter) _(label: good first issue)_ <br> Flutter is Google's UI toolkit for building beautiful, natively compiled applications for mobile, web, desktop, and embedded devices from a single codebase.
- [OpenFoodFacts](https://github.com/openfoodfacts/smooth-app) _(label: good first issue)_ <br> Collaborative, free and open database of food products from around the world. Scan barcode to get info or add a product
## Elixir ## Elixir
@@ -91,25 +89,29 @@ If you are not a programmer but would like to contribute, check out the [Awesome
## Elm ## Elm
- [Exosphere](https://gitlab.com/exosphere/exosphere/-/issues/?label_name[]=Good%20First%20Issue) _(label: Good First Issue)_ <br> Exosphere is a user-friendly client interface for OpenStack-based cloud systems. - [Exosphere](https://gitlab.com/exosphere/exosphere) _(label: Good First Issue)_ <br> Exosphere is a user-friendly client interface for OpenStack-based cloud systems.
## Go ## Go
- [Alda](https://github.com/alda-lang/alda) _(label: low-hanging-fruit)_ <br> A music programming language for musicians. 🎶
- [containerd](https://github.com/containerd/containerd) _(label: exp/beginner)_ <br> Industry-standard container runtime with an emphasis on simplicity, robustness and portability. - [containerd](https://github.com/containerd/containerd) _(label: exp/beginner)_ <br> Industry-standard container runtime with an emphasis on simplicity, robustness and portability.
- [Docker/CLI](https://github.com/docker/cli) _(label: exp/beginner)_ <br> The Docker CLI - [Docker/CLI](https://github.com/docker/cli) _(label: exp/beginner)_ <br> The Docker CLI
- [Helm](https://github.com/kubernetes/helm) _(label: good-first-issue)_ <br> The Kubernetes Package Manager - [Dragonfly](https://github.com/dragonflyoss/Dragonfly2) _(label: good first issue)_ <br> Provide efficient, stable and secure file distribution and image acceleration based on p2p technology
- [Helm](https://github.com/kubernetes/helm) _(label: good first issue)_ <br> The Kubernetes Package Manager
- [httpexpect](https://github.com/gavv/httpexpect) _(label: help-wanted)_ <br> End-to-end HTTP and REST API testing for Go. - [httpexpect](https://github.com/gavv/httpexpect) _(label: help-wanted)_ <br> End-to-end HTTP and REST API testing for Go.
- [Hugo](https://github.com/gohugoio/hugo) _(label: GoodFirstIssue)_ <br> A Fast and Flexible Static Site Generator built with love in GoLang - [Hugo](https://github.com/gohugoio/hugo) _(label: GoodFirstIssue)_ <br> A Fast and Flexible Static Site Generator built with love in GoLang
- [Killgrave](https://github.com/friendsofgo/killgrave) _(label: good-first-issue)_ <br> Simple way to generate mock servers in Go. - [Kanister](https://github.com/kanisterio/kanister) _(label: good first issue)_ <br> A Data Protection Workflow Management Engine
- [Kubernetes](https://github.com/kubernetes/kubernetes) _(label: good-first-issue)_ <br> Production-Grade Container Scheduling and Management System - [Killgrave](https://github.com/friendsofgo/killgrave) _(label: good first issue)_ <br> Simple way to generate mock servers in Go.
- [Kubernetes](https://github.com/kubernetes/kubernetes) _(label: good first issue)_ <br> Production-Grade Container Scheduling and Management System
- [lxd](https://github.com/lxc/lxd) _(label: easy)_ <br> System container and virtual machine manager. - [lxd](https://github.com/lxc/lxd) _(label: easy)_ <br> System container and virtual machine manager.
- [Mattermost](https://github.com/mattermost/mattermost-server/issues?utf8=✓&q=is:open+label:"Up+For+Grabs"+label:"Difficulty/1:Easy"+label:"Tech/Go") _(label: n/a)_ <br> Open source Slack-alternative in Golang and React - [Mattermost](https://github.com/mattermost/mattermost) _(label: Good First Issue, Difficulty/1:Easy)_ <br> Open source Slack-alternative in Golang and React<br>Look for issues labelled 'Up For Grabs'
- [Meshery](https://github.com/layer5io/meshery) _(label: good-first-issue)_ <br> Meshery, the service mesh management plane. - [Meshery](https://github.com/layer5io/meshery) _(label: good first issue)_ <br> Meshery, the service mesh management plane.
- [Moby](https://github.com/moby/moby) _(label: exp/beginner)_ <br> Open-source application container engine - [Moby](https://github.com/moby/moby) _(label: exp/beginner)_ <br> Open-source application container engine
- [PureLB](https://gitlab.com/purelb/purelb/-/issues?label_name[]=GoodFirstIssue) _(label: n/a)_ <br> Load-balancer orchestrator for Kubernetes that uses standard Linux networking and routing protocols. - [PureLB](https://gitlab.com/purelb/purelb) _(label: n/a)_ <br> Load-balancer orchestrator for Kubernetes that uses standard Linux networking and routing protocols.
- [script](https://github.com/bitfield/script) _(label: good-first-issue)_ <br> 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. - [script](https://github.com/bitfield/script) _(label: good first issue)_ <br> 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](https://github.com/hashicorp/terraform) _(label: good-first-issue)_ <br> A tool for building, changing, and versioning infrastructure safely and efficiently. - [Terraform](https://github.com/hashicorp/terraform) _(label: good first issue)_ <br> A tool for building, changing, and versioning infrastructure safely and efficiently.
- [TiDB](https://github.com/pingcap/tidb) _(label: for-new-contributors)_ <br> A distributed scalable Hybrid Transactional and Analytical Processing (HTAP) database - [TiDB](https://github.com/pingcap/tidb) _(label: good first issue)_ <br> A distributed scalable Hybrid Transactional and Analytical Processing (HTAP) database
- [utils](https://github.com/kashifkhan0771/utils) _(label: good first issue)_ <br> Common Utilities library for Go
## Haskell ## Haskell
@@ -117,243 +119,268 @@ If you are not a programmer but would like to contribute, check out the [Awesome
## Java ## Java
- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good-first-issue)_ <br> Drag & Drop internal tool builder - [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_ <br> Drag & Drop internal tool builder
- [Codename One](https://github.com/codenameone/CodenameOne) _(label: good-first-issue)_ <br> Cross-platform mobile app development framework for Java developers - [Catima - Android App](https://github.com/CatimaLoyalty/Android) _(label: good first issue)_ <br> Catima, a Loyalty Card & Ticket Manager for Android
- [elasticsearch](https://github.com/elastic/elasticsearch) _(label: good-first-issue)_ <br> Open Source, Distributed, RESTful Search Engine. - [Codename One](https://github.com/codenameone/CodenameOne) _(label: good first issue)_ <br> Cross-platform mobile app development framework for Java developers
- [Images-to-PDF](https://github.com/Swati4star/Images-to-PDF) _(label: good-first-issue)_ <br> An android app to convert images to PDF file. - [DSA](https://github.com/abhishektripathi66/DSA) _(label: good first issue)_ <br> DSA questions practising repo for Java developers
- [JabRef](https://github.com/JabRef/jabref) _(label: good-first-issue)_ <br> 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. - [elasticsearch](https://github.com/elastic/elasticsearch) _(label: good first issue)_ <br> Open Source, Distributed, RESTful Search Engine.
- [JabRef](https://github.com/JabRef/jabref) _(label: good first issue)_ <br> 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](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration. - [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration.
- [SirixDB](https://github.com/sirixdb/sirix) _(label: good-first-issue)_ <br> SirixDB is an evolutionary, versioned NoSQL document store (XML and JSON) written (mostly) in Java. It stores compact snapshots during commits with many concepts borrowed from ZFS and Git. Each revision is indexed and the document store can be queried with temporal queries. It's especially well suited for modern hardware. - [QuestDB](https://github.com/questdb/questdb) _(label: Good first issue)_ <br> Questdb is a fast open source SQL time series database.
- [Strongbox](https://github.com/strongbox/strongbox) _(label: good-first-issue)_ <br> Strongbox is an artifact repository manager written in Java. - [Strongbox](https://github.com/strongbox/strongbox) _(label: good first issue)_ <br> Strongbox is an artifact repository manager written in Java.
- [TEAMMATES](https://github.com/TEAMMATES/teammates) _(label: good-first-issue)_ <br> TEAMMATES is a free online tool for managing peer evaluations and other feedback paths of your students. - [TEAMMATES](https://github.com/TEAMMATES/teammates) _(label: good first issue)_ <br> TEAMMATES is a free online tool for managing peer evaluations and other feedback paths of your students.
- [Trino (formerly Presto SQL)](https://github.com/trinodb/trino) _(label: good-first-issue)_ <br> A distributed SQL query engine for big data. Ask for guidance on project's Slack. - [Trino (formerly Presto SQL)](https://github.com/trinodb/trino) _(label: good first issue)_ <br> A distributed SQL query engine for big data. Ask for guidance on project's Slack.
- [Wikimedia Commons Android App](https://github.com/commons-app/apps-android-commons) _(label: good-first-issue)_ <br> Allows users to upload pictures from their Android phone/tablet to Wikimedia Commons. - [Wikimedia Commons Android App](https://github.com/commons-app/apps-android-commons) _(label: good first issue)_ <br> Allows users to upload pictures from their Android phone/tablet to Wikimedia Commons.
- [XWiki](https://jira.xwiki.org/issues/?jql=labels-%3D-Onboarding) _(label: n/a)_ <br> XWiki is a free wiki software platform written in Java with a design emphasis on extensibility. Beginners should follow the onboarding wiki. - [XWiki](https://jira.xwiki.org/issues) _(label: onboarding)_ <br> XWiki is a free wiki software platform written in Java with a design emphasis on extensibility. Beginners should follow the [onboarding wiki](http://dev.xwiki.org/xwiki/bin/view/Onboarding/).
- [zerocode](https://github.com/authorjapps/zerocode) _(label: good-first-issue)_ <br> API Automation without coding, easy JSON response assertions, Testing REST, SOAP, Kafka and Java/DB APIs, CI/Jenkins Friendly. - [zerocode](https://github.com/authorjapps/zerocode) _(label: good first issue)_ <br> API Automation without coding, easy JSON response assertions, Testing REST, SOAP, Kafka and Java/DB APIs, CI/Jenkins Friendly.
## JavaScript ## JavaScript
- [altair](https://github.com/imolorhe/altair) _(label: good-first-issue)_ <br> A beautiful feature-rich GraphQL Client for all platforms. - [altair](https://github.com/imolorhe/altair) _(label: good first issue)_ <br> A beautiful feature-rich GraphQL Client for all platforms.
- [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_ <br> Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies. - [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_ <br> Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies.
- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good-first-issue)_ <br> Drag & Drop internal tool builder - [API-pull-with-JavaScript](https://github.com/AliBasboga/APIExampleWithExpress.git) _(label: API-pull-and-use)_ <br> API data extraction and delivery to the user to present.
- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_ <br> Drag & Drop internal tool builder
- [AVA](https://github.com/sindresorhus/ava) _(label: good-for-beginner)_ <br> Futuristic test runner. - [AVA](https://github.com/sindresorhus/ava) _(label: good-for-beginner)_ <br> Futuristic test runner.
- [Babel](https://github.com/babel/babel) _(label: good-first-issue)_ <br> A compiler for writing next generation JavaScript. - [Babel](https://github.com/babel/babel) _(label: good first issue)_ <br> A compiler for writing next generation JavaScript.
- [Binari](https://github.com/BrandonArmand/Binari) _(label: up-for-grabs)_ <br> Interactive code editor with a live binary tree visual designed to teach new developers the fundementals of dynamic programming. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_ <br> Fast, reliable, and secure dependency management.
- [Botpress](https://github.com/botpress/botpress) _(label: contributor-friendly)_ <br> The only sane way to build great bots. - [Botpress](https://github.com/botpress/botpress) _(label: contributor-friendly)_ <br> The only sane way to build great bots.
- [Brave Browser](https://github.com/brave/brave-browser) _(label: good-first-issue)_ <br> Desktop browser for macOS, Windows, and Linux. - [Brave Browser](https://github.com/brave/brave-browser) _(label: good first issue)_ <br> Desktop browser for macOS, Windows, and Linux.
- [cdnjs](https://github.com/cdnjs/cdnjs) _(label: good-first-issue)_ <br> The best FOSS web front-end resource CDN - [Check It Out](https://github.com/jwu910/check-it-out) _(label: good first issue)_ <br> Check It Out is an ncurses-like CLI to let the user interactively navigate and select a git branch to check out.
- [Check It Out](https://github.com/jwu910/check-it-out) _(label: good-first-issue)_ <br> 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](https://github.com/facebook/create-react-app) _(label: good first issue)_ <br> Create React apps with no build configuration.
- [Create React App](https://github.com/facebook/create-react-app) _(label: good-first-issue)_ <br> Create React apps with no build configuration.
- [cypress](https://github.com/cypress-io/cypress) _(label: good first issue)_ <br> Fast, easy and reliable testing for anything that runs in a browser. - [cypress](https://github.com/cypress-io/cypress) _(label: good first issue)_ <br> Fast, easy and reliable testing for anything that runs in a browser.
- [electron](https://github.com/electron/electron) _(label: good-first-issue)_ <br> Build cross platform desktop apps with JavaScript, HTML, and CSS - [electron](https://github.com/electron/electron) _(label: good first issue)_ <br> Build cross platform desktop apps with JavaScript, HTML, and CSS
- [Ember.js](https://github.com/emberjs/ember.js) _(label: Good-for-New-Contributors)_ <br> A JavaScript framework for creating ambitious web applications. - [Ember.js](https://github.com/emberjs/ember.js) _(label: Good-for-New-Contributors)_ <br> A JavaScript framework for creating ambitious web applications.
- [Ember.js Data](https://github.com/emberjs/data) _(label: Good-for-New-Contributors)_ <br> A data persistence library for Ember.js. - [Ember.js Data](https://github.com/emberjs/data) _(label: Good-for-New-Contributors)_ <br> A data persistence library for Ember.js.
- [ESLint](https://github.com/eslint/eslint) _(label: good-first-issue)_ <br> A fully pluggable tool for identifying and reporting on patterns in JavaScript. - [ESLint](https://github.com/eslint/eslint) _(label: good first issue)_ <br> A fully pluggable tool for identifying and reporting on patterns in JavaScript.
- [eslint-plugin-unicorn](https://github.com/sindresorhus/eslint-plugin-unicorn) _(label: good-for-beginner)_ <br> Awesome ESLint rules. - [eslint-plugin-unicorn](https://github.com/sindresorhus/eslint-plugin-unicorn) _(label: good-for-beginner)_ <br> Awesome ESLint rules.
- [Fastify](https://github.com/fastify/fastify) _(label: good-first-issue)_ <br> Fast and low overhead web framework, for Node.js. - [Fastify](https://github.com/fastify/fastify) _(label: good first issue)_ <br> Fast and low overhead web framework, for Node.js.
- [freeCodeCamp](https://github.com/freeCodeCamp/freeCodeCamp) _(label: first-timers-only)_ <br> Open source codebase and curriculum. Learn to code and help nonprofits. - [freeCodeCamp](https://github.com/freeCodeCamp/freeCodeCamp) _(label: first-timers-only)_ <br> Open source codebase and curriculum. Learn to code and help nonprofits.
- [Gatsby.js](https://github.com/gatsbyjs/gatsby) _(label: good-first-issue)_ <br> Build blazing fast, modern apps and websites with React. - [Gatsby.js](https://github.com/gatsbyjs/gatsby) _(label: good first issue)_ <br> Build blazing fast, modern apps and websites with React.
- [Ghost](https://github.com/TryGhost/Ghost) _(label: good-first-issue)_ <br> Just a blogging platform - [Ghost](https://github.com/TryGhost/Ghost) _(label: good first issue)_ <br> Just a blogging platform
- [Habitica](https://github.com/HabitRPG/habitica) _(label: good-first-issue)_ <br> 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) - [grommet](https://github.com/grommet/grommet) _(label: good first issue)_ <br> a react-based framework that provides accessibility, modularity, responsiveness, and theming in a tidy package
- [Hoppscotch](https://github.com/hoppscotch/hoppscotch) _(label: good-first-issue)_ <br> A free, fast and beautiful API request builder. - [Habitica](https://github.com/HabitRPG/habitica) _(label: good first issue)_ <br> 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)
- [Hyper](https://github.com/zeit/hyper) _(label: good-first-issue)_ <br> JS/HTML/CSS Terminal - [HMPL](https://github.com/hmpl-language/hmpl) _(label: good first issue)_ <br> Server-oriented customizable templating for JavaScript.
- [iD](https://github.com/openstreetmap/iD) _(label: good-first-issue)_ <br> The easy-to-use OpenStreetMap editor in JavaScript. - [Hoppscotch](https://github.com/hoppscotch/hoppscotch) _(label: good first issue)_ <br> A free, fast and beautiful API request builder.
- [Jest](https://github.com/facebook/jest) _(label: good-first-issue)_ <br> A complete and easy to set up JavaScript testing solution. - [HueHive](https://github.com/croma-app/croma) _(label: good first issue)_ <br> A open source react native app iOS and android for color palette management
- [json-editor](https://github.com/json-editor/json-editor) _(label: good-first-issue)_ <br> 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). - [iD](https://github.com/openstreetmap/iD) _(label: good first issue)_ <br> The easy-to-use OpenStreetMap editor in JavaScript.
- [Kap](https://github.com/wulkano/kap) _(label: good-first-issue)_ <br> An open-source screen recorder built with web technology - [Jasmine](https://github.com/jasmine/jasmine) _(label: good first issue)_ <br> Simple JavaScript testing framework for browsers and node.js.
- [Jest](https://github.com/facebook/jest) _(label: good first issue)_ <br> A complete and easy to set up JavaScript testing solution.
- [json-editor](https://github.com/json-editor/json-editor) _(label: good first issue)_ <br> 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](https://github.com/Kinto/kinto.js) _(label: easy-pick)_ <br> An offline-first JavaScript client leveraging the Kinto API for remote data synchronization. - [Kinto.js](https://github.com/Kinto/kinto.js) _(label: easy-pick)_ <br> An offline-first JavaScript client leveraging the Kinto API for remote data synchronization.
- [Leaflet](https://github.com/Leaflet/Leaflet) _(label: good-first-issue)_ <br> JavaScript library for mobile-friendly interactive maps. - [Leaflet](https://github.com/Leaflet/Leaflet) _(label: good first issue)_ <br> JavaScript library for mobile-friendly interactive maps.
- [Letra Extension](https://github.com/jayehernandez/letra-extension) _(label: good-first-issue)_ <br> Passively learn a new language every time you open a new tab. - [material-ui](https://github.com/mui-org/material-ui) _(label: good first issue)_ <br> React components for faster and easier web development. Build your own design system, or start with Material Design.
- [material-ui](https://github.com/mui-org/material-ui) _(label: good-first-issue)_ <br> React components for faster and easier web development. Build your own design system, or start with Material Design. - [Mattermost](https://github.com/mattermost/mattermost) _(label: Good First Issue, Difficulty/1:Easy)_ <br> Open source Slack-alternative in Golang and React<br>Look for issues labelled 'Up For Grabs'
- [Mattermost](https://github.com/mattermost/mattermost-server/issues?utf8=✓&q=is:open+label:"Up+For+Grabs"+label:"Difficulty/1:Easy"+label:"Tech/Go") _(label: n/a)_ <br> Open source Slack-alternative in Golang and React - [Meteor](https://github.com/meteor/meteor) _(label: good first issue)_ <br> Meteor is an ultra-simple environment for building modern web applications.
- [md-page](https://github.com/oscarmorrison/md-page) _(label: good-first-issue)_ <br> Create a webpage with just markdown. - [Mocha](https://github.com/mochajs/mocha) _(label: good first issue)_ <br> Javascript test framework for Node.js and the browser.
- [Meteor](https://github.com/meteor/meteor) _(label: good-first-issue)_ <br> Meteor is an ultra-simple environment for building modern web applications.
- [Mocha](https://github.com/mochajs/mocha) _(label: good-first-issue)_ <br> Javascript test framework for Node.js and the browser.
- [Moment.js](https://github.com/moment/moment) _(label: Up-For-Grabs)_ <br> A lightweight JavaScript date library for parsing, validating, manipulating, and formatting dates. - [Moment.js](https://github.com/moment/moment) _(label: Up-For-Grabs)_ <br> A lightweight JavaScript date library for parsing, validating, manipulating, and formatting dates.
- [name-suggestion-index](https://github.com/osmlab/name-suggestion-index) _(label: good-first-issue)_ <br> Canonical common brand names for OpenStreetMap - [name-suggestion-index](https://github.com/osmlab/name-suggestion-index) _(label: good first issue)_ <br> Canonical common brand names for OpenStreetMap
- [NativeScript](https://github.com/NativeScript/NativeScript) _(label: good-first-issue)_ <br> 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. - [NativeScript](https://github.com/NativeScript/NativeScript) _(label: good first issue)_ <br> 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](https://github.com/netlify/netlify-cms) _(label: good-first-issue)_ <br> Open source content management for your git workflow. - [netlify-cms](https://github.com/netlify/netlify-cms) _(label: good first issue)_ <br> Open source content management for your git workflow.
- [Next.js](https://github.com/zeit/next.js) _(label: good-first-issue)_ <br> A minimalistic framework for universal server-rendered React applications - [Next.js](https://github.com/zeit/next.js) _(label: good first issue)_ <br> A minimalistic framework for universal server-rendered React applications
- [Node.js core](https://github.com/nodejs/node) _(label: good-first-issue)_ <br> JavaScript runtime built on Chrome's V8 JavaScript engine - [Node.js core](https://github.com/nodejs/node) _(label: good first issue)_ <br> JavaScript runtime built on Chrome's V8 JavaScript engine
- [nuclear](https://github.com/nukeop/nuclear) _(label: good-first-issue)_ <br> Multiplatform music player that streams from free sources. - [nuclear](https://github.com/nukeop/nuclear) _(label: good first issue)_ <br> Multiplatform music player that streams from free sources.
- [p5.js](https://github.com/processing/p5.js) _(label: good-first-issue)_ <br> 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. - [p5.js](https://github.com/processing/p5.js) _(label: good first issue)_ <br> 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](https://github.com/pixijs/pixi.js) _(label: 🤩 Good First PR)_ <br> A 2D JavaScript Renderer - [pixi.js](https://github.com/pixijs/pixi.js) _(label: 🤩 Good First PR)_ <br> A 2D JavaScript Renderer
- [PouchDB](https://github.com/pouchdb/pouchdb) _(label: help-wanted)_ <br> PouchDB is a pocket-sized database. - [PouchDB](https://github.com/pouchdb/pouchdb) _(label: help-wanted)_ <br> PouchDB is a pocket-sized database.
- [Predator](https://github.com/Zooz/predator) _(label: good-first-issue)_ <br> A powerful open-source platform for load testing APIs. - [Predator](https://github.com/Zooz/predator) _(label: good first issue)_ <br> A powerful open-source platform for load testing APIs.
- [ramda-adjunct](https://github.com/char0n/ramda-adjunct) _(label: help-wanted)_ <br> 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. - [ramda-adjunct](https://github.com/char0n/ramda-adjunct) _(label: help-wanted)_ <br> 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.
- [React](https://github.com/facebook/react) _(label: good-first-issue)_ <br> A declarative, efficient, and flexible JavaScript library for building user interfaces. - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_ <br> An inventory of tools and resources that aims to help people to find everything related to CyberSecurity.
- [React Help Create](https://github.com/Omar-Belghaouti/react-help-create) _(label: first-timers-only)_ <br> This command line helps you create components, pages and even redux implementation for your react project. - [React](https://github.com/facebook/react) _(label: good first issue)_ <br> A declarative, efficient, and flexible JavaScript library for building user interfaces.
- [React Native](https://github.com/facebook/react-native) _(label: Good-first-issue)_ <br> A framework for building native apps with React. - [React Native](https://github.com/facebook/react-native) _(label: Good-first-issue)_ <br> A framework for building native apps with React.
- [React server](https://github.com/redfin/react-server) _(label: good-first-contribution)_ <br> React framework with server render for blazing fast page load and seamless transitions between pages in the browser. - [React server](https://github.com/redfin/react-server) _(label: good-first-contribution)_ <br> React framework with server render for blazing fast page load and seamless transitions between pages in the browser.
- [React-content-loader](https://github.com/danilowoz/create-content-loader) _(label: good-first-issue)_ <br> Tool to create your own react-content-loader easily. - [React-content-loader](https://github.com/danilowoz/create-content-loader) _(label: good first issue)_ <br> Tool to create your own react-content-loader easily.
- [ReactiveSearch](https://github.com/appbaseio/reactivesearch) _(label: good-first-issue-:wave:)_ <br> A UI components library for Elasticsearch: Available for React, Vue and React Native. - [ReactiveSearch](https://github.com/appbaseio/reactivesearch) _(label: good first issue-:wave:)_ <br> A UI components library for Elasticsearch: Available for React, Vue and React Native.
- [reactjs.org](https://github.com/reactjs/reactjs.org) _(label: good-first-issue)_ <br> The documenation website for reactjs - [reactjs.org](https://github.com/reactjs/reactjs.org) _(label: good first issue)_ <br> The documenation website for reactjs
- [Reddit Enhancement Suite](https://github.com/honestbleeps/Reddit-Enhancement-Suite) _(label: help-wanted)_ <br> A browser extension to enhance the Reddit browsing experience. - [Reddit Enhancement Suite](https://github.com/honestbleeps/Reddit-Enhancement-Suite) _(label: help-wanted)_ <br> A browser extension to enhance the Reddit browsing experience.
- [Semantic-UI-React](https://github.com/Semantic-Org/Semantic-UI-React) _(label: good-first-issue)_ <br> The official React integration for Semantic UI. - [Semantic-UI-React](https://github.com/Semantic-Org/Semantic-UI-React) _(label: good first issue)_ <br> The official React integration for Semantic UI.
- [serverless](https://github.com/serverless/serverless) _(label: good-first-issue)_ <br> The Serverless Framework - [serverless](https://github.com/serverless/serverless) _(label: good first issue)_ <br> The Serverless Framework
- [SimplQ](https://github.com/SimplQ/simplQ-frontend) _(label: good-first-issue)_ <br> Free online queue manager for easy and instant crowd control. - [SirixDB](https://github.com/sirixdb/sirix-svelte-front-end) _(label: good first issue)_ <br> A Svelte/Sapper based web front-end for SirixDB, which is a versioned NoSQL document store (XML and JSON) written in Java.
- [SirixDB](https://github.com/sirixdb/sirix-svelte-front-end) _(label: good-first-issue)_ <br> A Svelte/Sapper based web front-end for SirixDB, which is a versioned NoSQL document store (XML and JSON) written in Java. - [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_ <br> Storybook is a frontend workshop for building UI components and pages in isolation.
- [stryker](https://github.com/stryker-mutator/stryker) _(label: 👶 Good first issue)_ <br> The JavaScript mutation testing framework - [stryker](https://github.com/stryker-mutator/stryker) _(label: 👶 Good first issue)_ <br> The JavaScript mutation testing framework
- [Superalgos](https://github.com/Superalgos/Superalgos) _(label: good first issue)_ <br> A completely Open Source crypto trading bot rewarding good contributions with the SA(Superalgos)-Token. - [Superalgos](https://github.com/Superalgos/Superalgos) _(label: good first issue)_ <br> A completely Open Source crypto trading bot rewarding good contributions with the SA(Superalgos)-Token.
- [Svelte](https://github.com/sveltejs/svelte) _(label: good-first-issue)_ <br> Component framework that runs at build time, converting your components into highly efficient imperative code that surgically updates the DOM. - [Svelte](https://github.com/sveltejs/svelte) _(label: good first issue)_ <br> Component framework that runs at build time, converting your components into highly efficient imperative code that surgically updates the DOM.
- [swag-for-dev](https://github.com/swapagarwal/swag-for-dev) _(label: good-first-issue)_ <br> Swag opportunities for developers. - [swag-for-dev](https://github.com/swapagarwal/swag-for-dev) _(label: good first issue)_ <br> Swag opportunities for developers.
- [Tessel 2 CLI](https://github.com/tessel/t2-cli) _(label: contribution-starter)_ <br> Command line interface to Tessel 2. - [Tessel 2 CLI](https://github.com/tessel/t2-cli) _(label: contribution-starter)_ <br> Command line interface to Tessel 2.
- [Time to Leave](https://github.com/thamara/time-to-leave) _(label: good-first-issue)_ <br> Working hours time tracker app based on Electron and Javascript. - [Time to Leave](https://github.com/thamara/time-to-leave) _(label: good first issue)_ <br> Working hours time tracker app based on Electron and Javascript.
- [Vest](https://github.com/ealush/vest) _(label: good-first-issue)_ <br> Validations framework inspired by unit testing frameworks. - [Vest](https://github.com/ealush/vest) _(label: good first issue)_ <br> Validations framework inspired by unit testing frameworks.
- [Video Hub App](https://github.com/whyboris/Video-Hub-App) _(label: good-first-issue)_ <br> Angular & Electron app for browsing and searching videos on your PC. - [Video Hub App](https://github.com/whyboris/Video-Hub-App) _(label: good first issue)_ <br> Angular & Electron app for browsing and searching videos on your PC.
- [Video.js](https://github.com/videojs/video.js) _(label: good first issue)_ <br> The player framework - [Video.js](https://github.com/videojs/video.js) _(label: good first issue)_ <br> The player framework
- [Vue CLI](https://github.com/vuejs/vue-cli) _(label: good-first-issue)_ <br> Standard Tooling for Vue.js Development - [Vite](https://github.com/vitejs/vite) _(label: good first issue)_ <br> Next generation frontend tooling. It's fast! Alternative to Create React App
- [Vue Router](https://github.com/vuejs/vue-router) _(label: good-first-issue)_ <br> The official router for Vue.js. - [Vue Router](https://github.com/vuejs/vue-router) _(label: good first issue)_ <br> The official router for Vue.js.
- [Vue.js](https://github.com/vuejs/vue) _(label: good-first-issue)_ <br> The Progressive JavaScript Framework. - [Vue.js](https://github.com/vuejs/vue) _(label: good first issue)_ <br> The Progressive JavaScript Framework.
- [VuePress](https://github.com/vuejs/vuepress) _(label: good-first-issue)_ <br> Minimalistic Vue-powered static site generator - [VuePress](https://github.com/vuejs/vuepress) _(label: good first issue)_ <br> Minimalistic Vue-powered static site generator
- [webdriver.io](https://github.com/webdriverio/webdriverio) _(label: first-timers-only)_ <br> Next-gen browser and mobile automation test framework for Node.js - [webdriver.io](https://github.com/webdriverio/webdriverio) _(label: first-timers-only)_ <br> Next-gen browser and mobile automation test framework for Node.js
- [Yarn](https://github.com/yarnpkg/yarn) _(label: good-first-issue)_ <br> Fast, reliable, and secure dependency management.
## JSON
- [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_ <br> An inventory of tools and resources that aims to help people to find everything related to CyberSecurity.
## Julia ## Julia
- [Julia Language: Good first issue](https://github.com/JuliaLang/julia) _(label: good-first-issue)_ <br> "Move like Python, Run like C" - A fresh approach to technical computing! - [Julia](https://github.com/JuliaLang/julia) _(label: good first issue)_ <br> Julia Projects for Beginners — Easy Ideas to Get Started Coding in Julia
- [Julia Language: Good first issue](https://github.com/JuliaLang/julia) _(label: good first issue)_ <br> "Move like Python, Run like C" - A fresh approach to technical computing!
- [Julia Language: Help wanted](https://github.com/JuliaLang/julia) _(label: help-wanted)_ <br> "Move like Python, Run like C" - A fresh approach to technical computing! - [Julia Language: Help wanted](https://github.com/JuliaLang/julia) _(label: help-wanted)_ <br> "Move like Python, Run like C" - A fresh approach to technical computing!
## Kotlin ## Kotlin
- [Atrium](https://github.com/robstoll/atrium) _(label: good-first-issue)_ <br> Multiplatform assertion library for Kotlin - [Atrium](https://github.com/robstoll/atrium) _(label: good first issue)_ <br> Multiplatform assertion library for Kotlin
- [Hexagon](https://github.com/hexagonkt/hexagon) _(label: help-wanted)_ <br> A microservices toolkit written in Kotlin - [Hexagon](https://github.com/hexagonkt/hexagon) _(label: help-wanted)_ <br> A microservices toolkit written in Kotlin
- [Kotlin Libraries Playground](https://github.com/LouisCAD/kotlin-libraries-playground) _(label: good-first-issue)_ <br> A playground to gain a wider and deeper knowledge of the libraries in the Kotlin ecosystem. Also the official sample for gradle refreshVersions. - [Non-Blocking SirixDB HTTP(S)-Server](https://github.com/sirixdb/sirix) _(label: good first issue)_ <br> A non-blocking HTTP(S)-Server for SirixDB, a temporal, evolutionary NoSQL document store for XML and JSON.
- [Non-Blocking SirixDB HTTP(S)-Server](https://github.com/sirixdb/sirix) _(label: good-first-issue)_ <br> A non-blocking HTTP(S)-Server for SirixDB, a temporal, evolutionary NoSQL document store for XML and JSON. - [OpenCalc](https://github.com/Darkempire78/OpenCalc) _(label: good first issue)_ <br> A simple and beautiful calculator for Android.
- [Scribe-Android](https://github.com/scribe-org/Scribe-Android) _(label: good first issue)_ <br> Android keyboards for language learners with translation, verb conjugation and more!
## LaTeX
- [Algorithmic Pseudocode](https://github.com/just-a-visitor/algorithmic-pseudocode) _(label: good-first-issue)_ <br> A collection of language independent pseudocodes (pdf) for interview preparation and competitive programming.
## Markdown ## Markdown
- [tldr-pages](https://github.com/tldr-pages/tldr) _(label: help-wanted)_ <br> Collaborative cheatsheets for console commands. - [tldr-pages](https://github.com/tldr-pages/tldr) _(label: help-wanted)_ <br> Collaborative cheatsheets for console commands.
## MLOps
- [SuperDuperDB](https://github.com/SuperDuperDB/superduperdb) _(label: good first issue)_ <br> 🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data
## Perl ## Perl
- [Ravada](https://github.com/UPC/ravada) _(label: good-first-issue)_ <br> Remote Virtual Desktops Manager. - [Ravada](https://github.com/UPC/ravada) _(label: good first issue)_ <br> Remote Virtual Desktops Manager.
## PHP ## PHP
- [Appwrite](https://github.com/appwrite/appwrite) _(label: good-first-issue)_ <br> An End-to-end backend server for frontend and mobile developers. 🚀 - [Appwrite](https://github.com/appwrite/appwrite) _(label: good first issue)_ <br> An End-to-end backend server for frontend and mobile developers. 🚀
- [Deployer](https://github.com/deployphp/deployer) _(label: good-for-beginner)_ <br> A deployment tool written in PHP with support for popular frameworks out of the box. - [Deployer](https://github.com/deployphp/deployer) _(label: good-for-beginner)_ <br> A deployment tool written in PHP with support for popular frameworks out of the box.
- [Drupal](https://www.drupal.org/getting-involved-guide) _(label: n/a)_ <br> Leading open-source CMS for ambitious digital experiences that reach your audience across multiple channels. - [Drupal](https://www.drupal.org/getting-involved-guide) _(label: n/a)_ <br> Leading open-source CMS for ambitious digital experiences that reach your audience across multiple channels.
- [Flarum](https://github.com/flarum/core) _(label: Good-first-issue)_ <br> Simple forum software for building great communities. - [Flarum](https://github.com/flarum/core) _(label: Good-first-issue)_ <br> Simple forum software for building great communities.
- [Laravel Newsletters](https://github.com/spatie/laravel-newsletter) _(label: good-first-issue)_ <br> A package that provides an easy way to integrate MailChimp with Laravel 5. - [FreshRSS](https://github.com/FreshRSS/FreshRSS) _(label: good first issue)_ <br> FreshRSS is a self-hosted RSS and Atom feed aggregator. It is lightweight, easy to work with, powerful, and customizable. Since 2012.
- [Laravel Newsletters](https://github.com/spatie/laravel-newsletter) _(label: good first issue)_ <br> A package that provides an easy way to integrate MailChimp with Laravel 5.
- [Matomo](https://github.com/matomo-org/matomo) _(label: help-wanted)_ <br> Matomo is the leading Free/Libre open analytics platform. - [Matomo](https://github.com/matomo-org/matomo) _(label: help-wanted)_ <br> Matomo is the leading Free/Libre open analytics platform.
- [MediaWiki](https://phabricator.wikimedia.org/maniphest/query/4Q5_qR51u_oz/#R) _(label: n/a)_ <br> The free and open-source wiki software package that powers Wikipedia. - [MediaWiki](https://phabricator.wikimedia.org/maniphest/query/4Q5_qR51u_oz/#R) _(label: n/a)_ <br> The free and open-source wiki software package that powers Wikipedia.
- [NextCloud Server](https://github.com/nextcloud/server) _(label: good-first-issue)_ <br> Nextcloud server, a safe home for all your data. - [NextCloud Server](https://github.com/nextcloud/server) _(label: good first issue)_ <br> Nextcloud server, a safe home for all your data.
- [OrgManager](https://github.com/orgmanager/orgmanager) _(label: beginners-only)_ <br> Supercharge your GitHub organizations! - [OrgManager](https://github.com/orgmanager/orgmanager) _(label: beginners-only)_ <br> Supercharge your GitHub organizations!
- [PHP Censor](https://github.com/php-censor/php-censor) _(label: good-for-beginner)_ <br> Open source self-hosted continuous integration server for PHP projects. - [PHP Censor](https://github.com/php-censor/php-censor) _(label: good-for-beginner)_ <br> Open source self-hosted continuous integration server for PHP projects.
- [phpMyAdmin](https://github.com/phpmyadmin/phpmyadmin) _(label: newbie)_ <br> Admin interface for MySQL written in PHP. - [phpMyAdmin](https://github.com/phpmyadmin/phpmyadmin) _(label: newbie)_ <br> Admin interface for MySQL written in PHP.
- [PrestaShop](https://github.com/PrestaShop/PrestaShop) _(label: good-first-issue)_ <br> The open source ecommerce solution to start your online business and start selling online. - [PrestaShop](https://github.com/PrestaShop/PrestaShop) _(label: good first issue)_ <br> The open source ecommerce solution to start your online business and start selling online.
- [Symfony](https://github.com/symfony/symfony) _(label: good-first-issue)_ <br> Symfony is a PHP framework for web applications and a set of reusable PHP components. - [Symfony](https://github.com/symfony/symfony) _(label: good first issue)_ <br> Symfony is a PHP framework for web applications and a set of reusable PHP components.
## Pug
- [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_ <br> An inventory of tools and resources that aims to help people to find everything related to CyberSecurity.
## Python ## Python
- [activist](https://github.com/activist-org/activist) _(label: good first issue)_ <br> activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them.
- [Ansible](https://github.com/ansible/ansible) _(label: easyfix)_ <br> A simple IT automation platform - [Ansible](https://github.com/ansible/ansible) _(label: easyfix)_ <br> A simple IT automation platform
- [ArviZ](https://github.com/arviz-devs/arviz) _(label: Beginner)_ <br> Exploratory Anaylsis of Bayesian Models. - [ArviZ](https://github.com/arviz-devs/arviz) _(label: Beginner)_ <br> Exploratory Anaylsis of Bayesian Models.
- [Bokeh](https://github.com/bokeh/bokeh) _(label: good-first-issue)_ <br> Bokeh is an interactive visualization library for modern web browsers. - [Bokeh](https://github.com/bokeh/bokeh) _(label: good first issue)_ <br> Bokeh is an interactive visualization library for modern web browsers.
- [BorgBackup](https://github.com/borgbackup/borg) _(label: easy)_ <br> Deduplicating backup program with compression and authenticated encryption. - [BorgBackup](https://github.com/borgbackup/borg) _(label: easy)_ <br> Deduplicating backup program with compression and authenticated encryption.
- [CiviWiki](https://github.com/CiviWiki/OpenCiviWiki) _(label: good-first-issue)_ <br> Building a Better Democracy for the Internet Age - [CiviWiki](https://github.com/CiviWiki/OpenCiviWiki) _(label: good first issue)_ <br> Building a Better Democracy for the Internet Age
- [coala](https://github.com/issues?utf8=✓&q=is:open+is:issue+user:coala+label:difficulty/newcomer++no:assignee) _(label: n/a)_ <br> A unified command-line interface for linting and fixing all your code, regardless of the programming languages you use. - [coala](https://github.com/coala/coala) _(label: n/a)_ <br> A unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.
- [Colossal-AI](https://github.com/hpcaitech/ColossalAI) _(label: good first issue)_ <br> An open-source deep learning system for large-scale model training and inference with high efficiency and low cost. - [Colossal-AI](https://github.com/hpcaitech/ColossalAI) _(label: good first issue)_ <br> An open-source deep learning system for large-scale model training and inference with high efficiency and low cost.
- [cookiecutter](https://github.com/cookiecutter/cookiecutter) _(label: good first issue)_ <br> A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. - [cookiecutter](https://github.com/cookiecutter/cookiecutter) _(label: good first issue)_ <br> A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
- [Create aio app](https://github.com/aio-libs/create-aio-app) _(label: good-first-issue)_ <br> A command line utility that creates the aiohttp template with the best practices. - [datascience](https://github.com/data-8/datascience) _(label: good first issue)_ <br> A Jupyter notebook Python library for introductory data science.
- [datascience](https://github.com/data-8/datascience) _(label: good-first-issue)_ <br> A Jupyter notebook Python library for introductory data science.
- [django cookiecutter](https://github.com/pydanny/cookiecutter-django) _(label: hacktoberfest)_ <br> An implementation of Python for backend web development. - [django cookiecutter](https://github.com/pydanny/cookiecutter-django) _(label: hacktoberfest)_ <br> An implementation of Python for backend web development.
- [Embedchain](https://github.com/embedchain/embedchain/) _(label: good first issue)_ <br> Embedchain is a framework to easily create LLM powered bots over any dataset.
- [Fabric](https://github.com/fabric/fabric) _(label: Low-hanging-fruit)_ <br> Pythonic remote execution and deployment. - [Fabric](https://github.com/fabric/fabric) _(label: Low-hanging-fruit)_ <br> Pythonic remote execution and deployment.
- [FastAPI](https://github.com/tiangolo/fastapi) _(label: good first issue)_ <br> A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints.
- [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_ <br> Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_ <br> Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience.
- [H2O Wave Apps](https://github.com/h2oai/wave-apps) _(label: hacktoberfest)_ <br> Sample AI Apps built with H2O Wave.
- [Harmony](https://github.com/harmonydata/harmony) _(label: Good First Issue)_ <br> Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs.<br>Up for a challenge? Try [this LLM training competition](https://harmonydata.ac.uk/doxa/) for a chance to win up to £500!
- [jarvis](https://github.com/sukeesh/Jarvis) _(label: difficulty/newcomer)_ <br> A personal assistant for Linux, MacOs and Windows based on Command line Interface. - [jarvis](https://github.com/sukeesh/Jarvis) _(label: difficulty/newcomer)_ <br> A personal assistant for Linux, MacOs and Windows based on Command line Interface.
- [JARVIS-on-Messenger](https://github.com/swapagarwal/JARVIS-on-Messenger) _(label: Low-Hanging-Fruit)_ <br> 💬 A community-driven python bot that aims to be as simple as possible to serve humans with their everyday tasks http://m.me/J.A.R.V.I.S.on.Messenger - [Jupyter notebook](https://github.com/jupyter/notebook) _(label: good first issue)_ <br> Jupyter interactive notebook.
- [Jupyter notebook](https://github.com/jupyter/notebook) _(label: good-first-issue)_ <br> Jupyter interactive notebook.
- [Kinto](https://github.com/Kinto/kinto) _(label: easy-pick)_ <br> A lightweight JSON storage service with synchronisation and sharing abilities. - [Kinto](https://github.com/Kinto/kinto) _(label: easy-pick)_ <br> A lightweight JSON storage service with synchronisation and sharing abilities.
- [Kinto.sh](https://github.com/rbreaves/kinto) _(label: first-timers-only)_ <br> Make Linux & Windows type like a mac. - [matplotlib](https://github.com/matplotlib/matplotlib) _(label: good first issue)_ <br> Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
- [Mailpile](https://github.com/mailpile/Mailpile) _(label: Low-Hanging-Fruit)_ <br> A free & open modern, fast email client with user-friendly encryption and privacy features - [MindsDB](https://github.com/mindsdb/mindsdb) _(label: good first issue)_ <br> MindsDB is an open source AI layer for existing databases.
- [matplotlib](https://github.com/matplotlib/matplotlib) _(label: good-first-issue)_ <br> Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
- [MindsDB](https://github.com/mindsdb/mindsdb) _(label: good-first-issue)_ <br> MindsDB is an open source AI layer for existing databases.
- [mitmproxy](https://github.com/mitmproxy/mitmproxy) _(label: help-wanted)_ <br> An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers - [mitmproxy](https://github.com/mitmproxy/mitmproxy) _(label: help-wanted)_ <br> An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers
- [mygpo](https://github.com/gpodder/mygpo) _(label: starter-issue)_ <br> The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content. - [mygpo](https://github.com/gpodder/mygpo) _(label: starter-issue)_ <br> The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content.
- [mypy](https://github.com/python/mypy) _(label: good-first-issue)_ <br> An optional static typing for python. - [mypy](https://github.com/python/mypy) _(label: good first issue)_ <br> An optional static typing for python.
- [OMRChecker](https://github.com/Udayraj123/OMRChecker) _(label: good first issue)_ <br> 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](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration. - [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration.
- [opsdroid](https://github.com/opsdroid/opsdroid) _(label: good-first-issue)_ <br> An open source chat-ops bot framework. - [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_ <br> 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.
- [pandas](https://github.com/pandas-dev/pandas) _(label: good-first-issue)_ <br> Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more - [opsdroid](https://github.com/opsdroid/opsdroid) _(label: good first issue)_ <br> An open source chat-ops bot framework.
- [pandas](https://github.com/pandas-dev/pandas) _(label: good first issue)_ <br> 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](https://github.com/pytest-dev/pytest) _(label: status:-easy)_ <br> The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. - [Pytest](https://github.com/pytest-dev/pytest) _(label: status:-easy)_ <br> The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.
- [Python Babel](https://github.com/python-babel/babel) _(label: difficulty/low)_ <br> The Python Internationalization Library. - [Python Babel](https://github.com/python-babel/babel) _(label: difficulty/low)_ <br> The Python Internationalization Library.
- [pythonping](https://github.com/alessandromaggio/pythonping) _(label: good first issue)_ <br> PythonPing is a simple library to execute ICMP pings natively in Python without resorting to spawning a shell. - [pythonping](https://github.com/alessandromaggio/pythonping) _(label: good first issue)_ <br> PythonPing is a simple library to execute ICMP pings natively in Python without resorting to spawning a shell.
- [Pytorch](https://github.com/pytorch/pytorch) _(label: good-first-issue)_ <br> PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing. - [Pytorch](https://github.com/pytorch/pytorch) _(label: good first issue)_ <br> 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](https://github.com/saltstack/salt) _(label: good-first-issue)_ <br> Software to automate the management and configuration of any infrastructure or application at scale. - [SaltStack](https://github.com/saltstack/salt) _(label: good first issue)_ <br> Software to automate the management and configuration of any infrastructure or application at scale.
- [scikit-learn](https://github.com/scikit-learn/scikit-learn) _(label: good-first-issue)_ <br> Scikit-learn is a machine learning library for Python. - [scikit-learn](https://github.com/scikit-learn/scikit-learn) _(label: good first issue)_ <br> Scikit-learn is a machine learning library for Python.
- [scrapy](https://github.com/scrapy/scrapy) _(label: good-first-issue)_ <br> A fast high-level web crawling & scraping framework for Python. - [scrapy](https://github.com/scrapy/scrapy) _(label: good first issue)_ <br> A fast high-level web crawling & scraping framework for Python.
- [Sorting-Algorithms-Visualizer](https://github.com/LucasPilla/Sorting-Algorithms-Visualizer) _(label: good-first-issue)_ <br> A tool for visualizing sorting algorithms with a educational Wiki Page. - [Sorting-Algorithms-Visualizer](https://github.com/LucasPilla/Sorting-Algorithms-Visualizer) _(label: good first issue)_ <br> A tool for visualizing sorting algorithms with a educational Wiki Page.
- [SuperDuperDB](https://github.com/SuperDuperDB/superduperdb) _(label: good first issue)_ <br> 🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data
- [SymPy](https://github.com/sympy/sympy) _(label: Easy-to-Fix)_ <br> A Python library for symbolic mathematics. - [SymPy](https://github.com/sympy/sympy) _(label: Easy-to-Fix)_ <br> A Python library for symbolic mathematics.
- [tree-sitter-legesher-python](https://github.com/legesher/tree-sitter-legesher-python) _(label: Good-First-Issue)_ <br> Learn and code in Python using your native language. - [tree-sitter-legesher-python](https://github.com/legesher/tree-sitter-legesher-python) _(label: Good-First-Issue)_ <br> Learn and code in Python using your native language.
- [wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) _(label: level:starter)_ <br> The strictest and most opinionated python linter ever! - [wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) _(label: level:starter)_ <br> The strictest and most opinionated python linter ever!
- [Zulip](https://github.com/zulip/zulip) _(label: good-first-issue)_ <br> Powerful open source group chat. - [Zulip](https://github.com/zulip/zulip) _(label: good first issue)_ <br> Powerful open source group chat.
## Ruby ## Ruby
- [Avo Admin for Ruby on Rails](https://github.com/avo-hq/avo) _(label: Good first issue)_ <br> Build business apps 10x faster using Ruby on Rails.
- [bolt](https://github.com/puppetlabs/bolt) _(label: Beginner-Friendly)_ <br> Bolt is a Ruby command-line tool for executing commands, scripts, and tasks on remote systems using SSH and WinRM. - [bolt](https://github.com/puppetlabs/bolt) _(label: Beginner-Friendly)_ <br> Bolt is a Ruby command-line tool for executing commands, scripts, and tasks on remote systems using SSH and WinRM.
- [chatwoot](https://github.com/chatwoot/chatwoot) _(label: good-first-issue)_ <br> Opensource customer support platform which can be an alternative to Intercom, Zendesk, Drift, Crisp etc. - [chatwoot](https://github.com/chatwoot/chatwoot) _(label: good first issue)_ <br> Opensource customer support platform which can be an alternative to Intercom, Zendesk, Drift, Crisp etc.
- [chef](https://github.com/chef/chef) _(label: Type:-Jump-In)_ <br> A systems integration framework, built to bring the benefits of configuration management to your entire infrastructure - [chef](https://github.com/chef/chef) _(label: Type:-Jump-In)_ <br> A systems integration framework, built to bring the benefits of configuration management to your entire infrastructure
- [Discourse](https://meta.discourse.org/tags/starter-task) _(label: n/a)_ <br> Civilized discussion platform. See "How to contribute to Discourse".
- [Faker](https://github.com/faker-ruby/faker) _(label: good-first-issue)_ <br> Faker is a Ruby library for generating fake data such as names, addresses, and phone numbers.
- [Goby](https://github.com/nskins/goby) _(label: n/a)_ <br> Framework for developing text-RPGs.
- [Hanami](https://github.com/hanami/hanami) _(label: easy)_ <br> A modern framework for Ruby. - [Hanami](https://github.com/hanami/hanami) _(label: easy)_ <br> A modern framework for Ruby.
- [JRuby](https://github.com/jruby/jruby) _(label: beginner)_ <br> An implementation of Ruby on the Java Virtual Machine. - [JRuby](https://github.com/jruby/jruby) _(label: beginner)_ <br> An implementation of Ruby on the Java Virtual Machine.
- [mapknitter](https://github.com/publiclab/mapknitter) _(label: first-timers-only)_ <br> 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. - [mapknitter](https://github.com/publiclab/mapknitter) _(label: first-timers-only)_ <br> 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.
- [Matestack](https://github.com/matestack/matestack-ui-core) _(label: good-first-issue)_ <br> Write dynamic User Interfaces in pure Ruby. Rails engine built on top of Vue.js - [multiwoven](https://github.com/Multiwoven/multiwoven) _(label: good first issue)_ <br> The open-source reverse ETL, data activation platform for modern data teams.
- [ohai](https://github.com/chef/ohai) _(label: Type:-Jump-In)_ <br> Ohai profiles your system and emits JSON - [ohai](https://github.com/chef/ohai) _(label: Type:-Jump-In)_ <br> Ohai profiles your system and emits JSON
- [open-build-service](https://github.com/openSUSE/open-build-service) _(label: good-first-issue-:1st_place_medal:)_ <br> A generic system to build and distribute packages from sources in an automatic, consistent and reproducible way. - [open-build-service](https://github.com/openSUSE/open-build-service) _(label: good first issue-:1st_place_medal:)_ <br> A generic system to build and distribute packages from sources in an automatic, consistent and reproducible way.
- [osem](https://github.com/openSUSE/osem) _(label: good-first-issue)_ <br> Open Source Event Manager. An event management tool tailored to Free and Open Source Software conferences - [osem](https://github.com/openSUSE/osem) _(label: good first issue)_ <br> Open Source Event Manager. An event management tool tailored to Free and Open Source Software conferences
- [PublicLab.org](https://github.com/publiclab/plots2) _(label: first-timers-only)_ <br> An open source publishing platform for environmental projects. Check out new contributors welcome page. - [PublicLab.org](https://github.com/publiclab/plots2) _(label: first-timers-only)_ <br> An open source publishing platform for environmental projects. Check out new contributors welcome page.
- [Ruby on Rails](https://github.com/rails/rails) _(label: good-first-issue)_ <br> Ruby on Rails (Rails) is an open source web application framework written in Ruby. - [Ruby on Rails](https://github.com/rails/rails) _(label: good first issue)_ <br> Ruby on Rails (Rails) is an open source web application framework written in Ruby.
- [Sinatra](https://github.com/sinatra/sinatra) _(label: good-first-issue)_ <br> Classy web-development dressed in a DSL. - [Sinatra](https://github.com/sinatra/sinatra) _(label: good first issue)_ <br> Classy web-development dressed in a DSL.
## Rust ## Rust
- [a-b-street](https://github.com/a-b-street/abstreet) _(label: good first issue)_ <br> Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit. - [a-b-street](https://github.com/a-b-street/abstreet) _(label: good first issue)_ <br> Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit.
- [dotenv-linter](https://github.com/dotenv-linter/dotenv-linter) _(label: good-first-issue)_ <br> Lightning-fast linter for .env files. Written in Rust - [dotenv-linter](https://github.com/dotenv-linter/dotenv-linter) _(label: good first issue)_ <br> Lightning-fast linter for .env files. Written in Rust
- [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_ <br> A fast, safe and correct low-level HTTP library for Rust. - [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_ <br> A fast, safe and correct low-level HTTP library for Rust.
- [Iron](https://github.com/iron/iron) _(label: easy)_ <br> An extensible, concurrent web framework for Rust - [Iron](https://github.com/iron/iron) _(label: easy)_ <br> An extensible, concurrent web framework for Rust
- [nushell](https://github.com/nushell/nushell) _(label: good-first-issue)_ <br> A modern shell for the GitHub era written in Rust. - [nushell](https://github.com/nushell/nushell) _(label: good first issue)_ <br> A modern shell for the GitHub era written in Rust.
- [Ockam](https://github.com/ockam-network/ockam) _(label: good first issue)_ <br> End-to-end encryption and mutual authentication for distributed applications. - [Ockam](https://github.com/ockam-network/ockam) _(label: good first issue)_ <br> End-to-end encryption and mutual authentication for distributed applications.
- [Rust-Clippy](https://github.com/rust-lang/rust-clippy) _(label: good-first-issue)_ <br> A bunch of lints to catch common mistakes and improve Rust code - [Readest](https://github.com/readest/readest) _(label: good first issue)_ <br> A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface.
- [Rustfmt](https://github.com/rust-lang-nursery/rustfmt) _(label: good-first-issue)_ <br> A tool for formatting Rust code according to style guidelines. - [Rust-Clippy](https://github.com/rust-lang/rust-clippy) _(label: good first issue)_ <br> A bunch of lints to catch common mistakes and improve Rust code
- [Rustfmt](https://github.com/rust-lang-nursery/rustfmt) _(label: good first issue)_ <br> A tool for formatting Rust code according to style guidelines.
- [Servo](https://github.com/servo/servo) _(label: E-easy)_ <br> A browser engine designed for applications including embedded use. - [Servo](https://github.com/servo/servo) _(label: E-easy)_ <br> A browser engine designed for applications including embedded use.
- [Sniffnet](https://github.com/GyulyVGC/sniffnet) _(label: good first issue)_ <br> Application to comfortably monitor network traffic.
- [TensorZero](https://github.com/tensorzero/tensorzero) _(label: good-first-issue)_ <br> TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.
- [TiKV](https://github.com/tikv/tikv) _(label: difficulty/easy)_ <br> A distributed transactional key-value database - [TiKV](https://github.com/tikv/tikv) _(label: difficulty/easy)_ <br> A distributed transactional key-value database
- [Veloren](https://gitlab.com/veloren/veloren/-/issues?label_name[]=beginner) _(label: n/a)_ <br> Veloren is a multiplayer voxel RPG written in Rust. - [Veloren](https://gitlab.com/veloren/veloren) _(label: n/a)_ <br> Veloren is a multiplayer voxel RPG written in Rust.
- [zoom-rs](https://github.com/security-union/zoom-rs) _(label: good first issue)_ <br> Teleconference system with a web based user interface written in Rust
## Scala ## Scala
- [playframework](https://github.com/playframework/playframework) _(label: good-first-issue)_ <br> The High Velocity Web Framework - [playframework](https://github.com/playframework/playframework) _(label: good first issue)_ <br> The High Velocity Web Framework
- [Twitter Util](https://github.com/twitter/util) _(label: good-first-issue)_ <br> Wonderful reusable code from Twitter - [Twitter Util](https://github.com/twitter/util) _(label: good first issue)_ <br> Wonderful reusable code from Twitter
## Smalltalk ## Smalltalk
- [Pharo](https://github.com/pharo-project/pharo) _(label: good-first-issue)_ <br> A dynamic reflective pure object-oriented language supporting live programming inspired by Smalltalk. - [Pharo](https://github.com/pharo-project/pharo) _(label: good first issue)_ <br> A dynamic reflective pure object-oriented language supporting live programming inspired by Smalltalk.
## Swift ## Swift
- [OpenFoodFacts-iOS](https://github.com/openfoodfacts/openfoodfacts-ios) _(label: help-wanted)_ <br> Collaborative, free and open database of food products from around the world. Scan barcode to get info or add a product - [Basic-Car-Maintenance](https://github.com/mikaelacaron/Basic-Car-Maintenance) _(label: good first issue)_ <br> A basic app to track your car's maintenance events, like fixes, oil changes, etc.
## TypeScript ## TypeScript
- [activist](https://github.com/activist-org/activist) _(label: good first issue)_ <br> activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them.
- [Amplication](https://github.com/amplication/amplication) _(label: good first issue)_ <br> Amplication is an open-source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks. - [Amplication](https://github.com/amplication/amplication) _(label: good first issue)_ <br> Amplication is an open-source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks.
- [Booster](https://github.com/boostercloud/booster) _(label: good-first-issue)_ <br> A truly serverless framework, write your code and deploy it in seconds without any server configuration files. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_ <br> Fast, reliable, and secure dependency management.
- [game-of-life](https://github.com/TroyTae/game-of-life) _(label: good-first-issue)_ <br> Conway's Game of Life web version! - [Booster](https://github.com/boostercloud/booster) _(label: good first issue)_ <br> A truly serverless framework, write your code and deploy it in seconds without any server configuration files.
- [Graphback](https://github.com/aerogear/graphback) _(label: good-first-issue)_ <br> A CLI and runtime framework to generate a GraphQL API in seconds. - [Graphback](https://github.com/aerogear/graphback) _(label: good first issue)_ <br> A CLI and runtime framework to generate a GraphQL API in seconds.
- [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_ <br> Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_ <br> Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience.
- [Hasura GraphQL Engine](https://github.com/hasura/graphql-engine) _(label: good first issue)_ <br> Blazing fast, instant realtime GraphQL APIs on Postgres with fine grained access control, also trigger webhooks on database events. - [Hasura GraphQL Engine](https://github.com/hasura/graphql-engine) _(label: good first issue)_ <br> Blazing fast, instant realtime GraphQL APIs on Postgres with fine grained access control, also trigger webhooks on database events.
- [jupyterlab-lsp](https://github.com/krassowski/jupyterlab-lsp) _(label: good-first-issue)_ <br> Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) - [Impler.io](https://github.com/implerhq/impler.io) _(label: good first issue)_ <br> 100% open source data import experience with readymade CSV & Excel import widget 🚀
- [LitmusChaos](https://github.com/litmuschaos/litmus) _(label: good-first-issue)_ <br> Litmus is a toolset to do cloud-native chaos engineering. - [LinksHub](https://github.com/rupali-codes/LinksHub) _(label: good first issue)_ <br> LinksHub aims to provide developers with access to a wide range of free resources and tools that they can use in their work.
- [LitmusChaos](https://github.com/litmuschaos/litmus) _(label: good first issue)_ <br> Litmus is a toolset to do cloud-native chaos engineering.
- [Manifest](https://github.com/mnfst/manifest) _(label: good first issue)_ <br> Manifestis an open-source Backend-as-a-Service allowign developers to create a backend easily and quickly.
- [Metabase](https://github.com/metabase/metabase) _(label: good first issue)_ <br> Open source business intelligence and analytics platform
- [Node Efficientnet](https://github.com/ntedgi/node-efficientnet) _(label: good first issue)_ <br> EfficientNet Image Recognition model for Node JS ( written with tensorflow.js ). - [Node Efficientnet](https://github.com/ntedgi/node-efficientnet) _(label: good first issue)_ <br> EfficientNet Image Recognition model for Node JS ( written with tensorflow.js ).
- [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration. - [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_ <br> OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration.
- [reatom](https://github.com/artalar/reatom) _(label: good-first-issue)_ <br> Reatom is declarative and reactive state manager, designed for both simple and complex applications. - [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_ <br> 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.
- [tinyhttp](https://github.com/talentlessguy/tinyhttp) _(label: good-first-issue)_ <br> A 0-legacy, tiny & fast web framework as a replacement of Express. - [Readest](https://github.com/readest/readest) _(label: good first issue)_ <br> A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface.
- [TypeScript](https://github.com/Microsoft/TypeScript) _(label: good-first-issue)_ <br> A superset of JavaScript that compiles to clean JavaScript output. - [reatom](https://github.com/artalar/reatom) _(label: good first issue)_ <br> Reatom is declarative and reactive state manager, designed for both simple and complex applications.
- [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_ <br> Storybook is a frontend workshop for building UI components and pages in isolation.
- [tinyhttp](https://github.com/talentlessguy/tinyhttp) _(label: good first issue)_ <br> A 0-legacy, tiny & fast web framework as a replacement of Express.
- [TypeScript](https://github.com/Microsoft/TypeScript) _(label: good first issue)_ <br> A superset of JavaScript that compiles to clean JavaScript output.
- [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint) _(label: good first issue)_ <br> Monorepo for all the tooling which enables ESLint to support TypeScript. - [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint) _(label: good first issue)_ <br> Monorepo for all the tooling which enables ESLint to support TypeScript.
- [Visual Studio Code](https://github.com/Microsoft/vscode) _(label: good-first-issue)_ <br> A new type of tool that combines the simplicity of a code editor with what developers need for their core edit-build-debug cycle. - [Visual Studio Code](https://github.com/Microsoft/vscode) _(label: good first issue)_ <br> A code editor redefined and optimized for building and debugging modern web and cloud applications.
- [Vite](https://github.com/vitejs/vite) _(label: good first issue)_ <br> Next generation frontend tooling. It's fast! Alternative to Create React App
## Contribute ## Contribute
@@ -362,7 +389,7 @@ Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md).
## Thanks to GitHub Sponsors ## Thanks to GitHub Sponsors
<table><tr><td align="center"><a href="https://github.com/thamara"><img src="https://avatars1.githubusercontent.com/u/846063?v=4?s=60" width="60px;" alt=""/><br/><sub><b>Thamara Andrade</b></sub></a></td></tr></table> <table><tr><td align="center"><a href="https://github.com/MixeroTN"><img src="https://avatars.githubusercontent.com/u/40803091" width="60px;" alt=""/><br/><sub><b>Michał Gołkowski</b></sub></a></td></tr></table>
## License ## License

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