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This is a list of projects which have curated tasks specifically for new contributors. These issues are a great way to get started with a project, or to help share the load of working on open source projects. Jump in!
The most awesome validation engine ever created for PHP
KCC (a.k.a. Kindle Comic Converter) is a comic and manga converter for ebook readers.
🔴 Beautiful colour gradients for design and code
The leading workflow orchestration platform. Run stateful step functions and AI workflows on serverless, servers, or the edge.
Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.
150+ HTML5 Website Templates
🎨 Beautiful images of your code — from right inside your terminal.
Ecoute is a live transcription tool that provides real-time transcripts for both the user's microphone input (You) and the user's speakers output (Speaker) in a textbox.
The Swift machine learning library.
Research into AI engineering interview assignments, take-home challenges, and hiring practices from 2026
📊 Re-usable, easy interface JavaScript chart library based on D3.js, with SVG and Canvas rendering support
A system for quickly generating training data with weak supervision
Fluxion is a remake of linset by vk496 with enhanced functionality.
Postman is an API platform for building and using APIs. Postman simplifies each step of the API lifecycle and streamlines collaboration so you can create better APIs—faster.
header only, dependency-free deep learning framework in C++14
Translated厘查 (Licha, "fine check") API © 嘉林数据 (Jialin Shuju, "Jialin Data")
A unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.
A collection of Screens and attractive UIs built with Flutter ready to be used in your applications. No external libraries are used. Just download, add to your project and use.
Learn make by example
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
:alarm_clock: AI conference deadline countdowns
⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.
The Network Execution Tool