The Top 130 Parallel Open Source Projects

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The Top 130 Parallel Open Source Projects

Categories > Control Flow > Parallel

A Fast, Extensible Progress Bar for Python and CLI

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Lightgbm ⭐11,889

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.

Razzle ⭐9,773

✨ Create server-rendered universal JavaScript applications with no configuration

Napajs ⭐8,903

Napa.js: a multi-threaded JavaScript runtime

NumPy aware dynamic Python compiler using LLVM

Npm Run All ⭐3,871

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

Optuna ⭐3,672

A hyperparameter optimization framework

Bluepill ⭐2,989

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

Parallel.js ⭐2,888

Easy multi-core processing utilities for Node.

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

Pomegranate ⭐2,496

Fast, flexible and easy to use probabilistic modelling in Python.

Loadjs ⭐2,441

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

A fast, concurrency-focused task automation tool.

Qawolf ⭐2,273

🐺Create browser tests 10x faster

Singularity ⭐1,865

Singularity: Application containers for Linux

Android Download Manager Pro ⭐1,549

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

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

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

Pandarallel ⭐1,278

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

Rslint ⭐1,267

A (WIP) Extremely fast JavaScript linter and Rust crate

Parallel ⭐1,180

This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel

Pelagia ⭐1,123

Automatic parallelization (lock-free multithreading thread) tool developed by Surparallel Open Source.Pelagia is embedded key value database that implements a small, fast, high-reliability on ANSI C.

Metarhia educational program index 📖

Nettyrpc ⭐1,099

NettyRPC is high performance java rpc server base on Netty,using kryo,hessian,protostuff support message serialization.

Python Parallel Programming Cookbook Cn ⭐947

📖《Python Parallel Programming Cookbook》中文版

SIMD Vector Classes for C++

Fast and distributed workflow runner using ActiveJob and Redis

Parallel Ssh ⭐814

Asynchronous parallel SSH client library.

Execute tests in parallel on multiple iOS Simulators

Parallec ⭐775

Fast Parallel Async HTTP/SSH/TCP/UDP/Ping Client Java Library. Aggregate 100,000 APIs & send anywhere in 20 lines of code. Ping/HTTP Calls 8000 servers in 12 seconds. (Akka) www.parallec.io

Appiumtestdistribution ⭐745

A tool for running android and iOS appium tests in parallel across devices... U like it STAR it !

Parallel Hashmap ⭐744

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

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Pgbackrest ⭐706

Reliable PostgreSQL Backup & Restore

The fastest file download client

The RaftLib C++ library, streaming/dataflow concurrency via C++ iostream-like operators

Sorry Cypress ⭐686

An open-source on-premise, self-hosted alternative to cypress dashboard

Php Parallel Lint ⭐640

This tool check syntax of PHP files faster than serial check with fancier output.

Adaptive ⭐639

📈 Adaptive: parallel active learning of mathematical functions

Map over promises concurrently

Multiphysics Object Oriented Simulation Environment

Extended Memory Semantics - Persistent shared object memory and parallelism for Node.js and Python

Hamsters.js ⭐513

100% Vanilla Javascript Multithreading & Parallel Execution Library

Proxypool ⭐498

给爬虫使用的代理IP池

⛵️ Beautiful Array utilities for ESnext async/await ~

Easylambda ⭐465

distributed dataflows with functional list operations for data processing with C++14

http://hopac.github.io/Hopac/Hopac.html

Webpack Parallel Uglify Plugin ⭐452

A faster uglifyjs plugin.

Parallel ⭐452

Parallel processing for PHP based on Amp.

Poshrsjob ⭐445

Provides an alternative to PSjobs with greater performance and less overhead to run commands in the background, freeing up the console and allowing throttling on the jobs.

libMesh github repository

Easy parallel execution of commands with live feedback

[WIP] Experimental C++14 multithreaded compile-time entity-component-system library.

Cloe programming language

A cross-platform command-line tool for executing jobs in parallel

Ultra Runner ⭐385

🏃⛰ Ultra fast monorepo script runner and build tool

Blackbox ⭐371

A Python module for parallel optimization of expensive black-box functions

Asyncenumerable ⭐357

Defines IAsyncEnumerable, IAsyncEnumerator, ForEachAsync(), ParallelForEachAsync(), and other useful stuff to use with async-await

Pipelines ⭐350

An experimental programming language for data flow

Neuraxle ⭐329

A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

GPGPU Javascript library 🐸

Invoke Parallel ⭐311

Speed up PowerShell with simplified multithreading

Multi-stream rsync wrapper

Curl Easy ⭐295

cURL wrapper for PHP. Supports parallel and non-blocking requests. For high speed crawling, see stil/curl-robot

S3 Parallel Put ⭐287

Parallel uploads to Amazon AWS S3

Run Parallel ⭐278

Run an array of functions in parallel

Powerful multi-threaded coroutine dispatcher and parallel execution engine

Awesome Cuda ⭐256

This is a list of useful libraries and resources for CUDA development.

Alpha Zero Gomoku ⭐251

A Multi-threaded Implementation of AlphaZero

Marathon ⭐230

Cross-platform test runner written for Android and iOS projects

An interactive parallel ssh client featuring autocomplete and asynchronous execution.

Deepgraph ⭐225

Analyze Data with Pandas-based Networks. Documentation:

Ocaramba ⭐224

C# Framework to automate tests using Selenium WebDriver

Exifcleaner ⭐211

Cross-platform desktop GUI app to clean image metadata

🔬 BEDOPS: high-performance genomic feature operations

Reinforcement Learning Algorithms Based on TensorFlow 2.x

Mocha.parallel ⭐194

Run async mocha specs in parallel

A collection of useful utility functions

Transducers.jl ⭐189

Efficient transducers for Julia

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

Hybridizer Basic Samples ⭐177

Examples of C# code compiled to GPU by hybridizer

Shared resource dispatcher

Parallel Functions ⭐163

Simplified parallel processing for PHP based on Amp.

Neural Fortran ⭐158

A parallel neural net microframework

Information about many aspects of high-performance computing. Wiki content moved to ~/docs.

Raytracer ⭐153

Ray tracer with phong lighting, reflections, refractions, normal mapping, procedural textures, super sampling, and depth of field.

Metasync ⭐153

Asynchronous Programming Library for JavaScript & Node.js

Future.apply ⭐151

🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures

Rangeless ⭐144

c++ LINQ -like library of higher-order functions for data manipulation

Libgrape Lite ⭐142

🍇 A C++ library for parallel graph processing 🍇

LargeScale Multiphysics Scientific Simulation Environment-OneFLOW CFD

In-place Parallel Super Scalar Samplesort (IPS⁴o)

The versatile ocean simulator, in pure Python, powered by Bohrium.

Pytest Parallel ⭐125

A pytest plugin for parallel and concurrent testing

Compose your async functions with elegance.

parallel finite element unstructured meshes

Sort files and pack them into partitions

React Native Workers ⭐113

Do heavy data process outside of your UI JS thread.

Selenium Java Lean Test Achitecture ⭐108

Ready to use Lean Test Automation Architecture using Java and Selenium WebDriver to speed up your test automation

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