Parallel Open Source Projects

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

:zap: A Fast, Extensible Progress Bar for Python and CLI

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

A hyperparameter optimization framework

C++ Parallel Computing and Asynchronous Networking Framework

Rayon: A data parallelism library for Rust

A General-purpose Task-parallel Programming System in C++

Super simple build framework with fast, repeatable builds and an instantly familiar syntax – like Dockerfile and Makefile had a baby.

NumPy aware dynamic Python compiler using LLVM

✨ Create server-rendered universal JavaScript applications with no configuration

Run commands concurrently. Like `npm run watch-js & npm run watch-less` but better.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

:stars: Manage your shell commands.

composer parallel install plugin

A CLI tool to run multiple npm-scripts in parallel or sequential.

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

Ruby: parallel processing made simple and fast

Reliable PostgreSQL Backup & Restore

Image processing algorithms in pure Go

Typhoeus wraps libcurl in order to make fast and reliable requests.

Parallel S3 and local filesystem execution tool.

A simple and efficient tool to parallelize Pandas operations on all available CPUs

AI Infra / AI Orchestration / AI Control Plane

Metarhia educational program index 📖

Ruby: 2 CPUs = 2x Testing Speed for RSpec, Test::Unit and Cucumber

🐺 Create browser tests 10x faster

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Easy multi-core processing utilities for Node.

Bluepill is a reliable iOS testing tool that runs UI tests using multiple simulators on a single machine

A family of header-only, very fast and memory-friendly hashmap and btree containers.

Starlark Language

BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library

Open-source, free, self-hosted alternative to Cypress Dashboard

clasp Common Lisp environment

:boom::computer::boom: A data-parallel functional programming language

Fast, non-deadlocking parallel object cache for iOS, tvOS and OS X

turbo.js - perform massive parallel computations in your browser with GPGPU.

IPython Parallel: Interactive Parallel Computing in Python

Singularity has been renamed to Apptainer as part of us moving the project to the Linux Foundation. This repo has been persisted as a snapshot right before the changes.

Specs - Parallel ECS

A tiny async loader / dependency manager for modern browsers (899 bytes)

A fast, concurrency-focused task automation tool.

Cross-platform desktop GUI app to clean image metadata

Super simple deployment tool - think of it like 'make' for a network of servers

Python library for creating data pipelines with chain functional programming

:computer: Parallel testing for PHPUnit

Sharingan（写轮眼）是一个基于golang的流量录制回放工具，适合项目重构、回归测试等。

Multiphysics Object Oriented Simulation Environment

Loading And Blocking JavaScript: On-demand parallel loader for JavaScript with execution order dependencies

An async control-flow library that makes stepping through logic easy.

CAD from a parallel universe

a Productive Parallel Programming Language

Smaller, easier, more powerful, and more reliable than make. An implementation of djb's redo.

RadonDB is an open source, cloud-native MySQL database for building global, scalable cloud services

ILGPU JIT Compiler for high-performance .Net GPU programs

Linear optimization software

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

Computational parallel flows on top of GenStage

Android/Java download manager library help you to download files in parallel mechanism in some chunks.

A succinct parallel concurrency API for PHP8