The Top 118 Parallel Open Source Projects

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The Top 118 Parallel Open Source Projects

Categories > Control Flow > Parallel

A Fast, Extensible Progress Bar for Python and CLI

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Lightgbm ⭐11,047

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.

Napajs ⭐8,842

Napa.js: a multi-threaded JavaScript runtime

NumPy aware dynamic Python compiler using LLVM

Npm Run All ⭐3,527

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

Bluepill ⭐2,943

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

Parallel.js ⭐2,837

Easy multi-core processing utilities for Node.

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

Optuna ⭐2,490

A hyperparameter optimization framework

Loadjs ⭐2,381

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

Pomegranate ⭐2,322

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

A fast, concurrency-focused task automation tool.

Singularity ⭐1,627

Singularity: Application containers for Linux

Android Download Manager Pro ⭐1,537

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.

Qawolf ⭐1,372

🐺Create browser tests 10x faster

Parallel ⭐1,173

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

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

Pelagia ⭐1,064

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.

Nettyrpc ⭐1,061

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

Pandarallel ⭐912

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

Python Parallel Programming Cookbook Cn ⭐872

📖《Python Parallel Programming Cookbook》中文版

SIMD Vector Classes for C++

Repositories Index

Fast and distributed workflow runner using ActiveJob and Redis

Execute tests in parallel on multiple iOS Simulators

Parallel Ssh ⭐761

Asynchronous parallel SSH client library.

Parallec ⭐761

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 ⭐702

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

The fastest file download client

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

Php Parallel Lint ⭐630

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

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

Pgbackrest ⭐615

Reliable PostgreSQL Backup & Restore

Adaptive ⭐586

📈 Adaptive: parallel active learning of mathematical functions

Parallel Hashmap ⭐580

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

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

Map over promises concurrently

Multiphysics Object Oriented Simulation Environment

Hamsters.js ⭐512

100% Vanilla Javascript Multithreading & Parallel Execution Library

⛵️ Beautiful Array utilities for ESnext async/await ~

Proxypool ⭐477

给爬虫使用的代理IP池

Easylambda ⭐457

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

Webpack Parallel Uglify Plugin ⭐445

A faster uglifyjs plugin.

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

Easy parallel execution of commands with live feedback

Poshrsjob ⭐427

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.

Parallel ⭐402

Parallel processing for PHP based on Amp.

Cloe programming language

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

libMesh github repository

Blackbox ⭐349

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

Pipelines ⭐336

Pipelines is a language for high-level data analysis.

Asyncenumerable ⭐323

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

GPGPU Javascript library 🐸

Nodegraphprocessor ⭐313

Node graph editor framework focused on data processing using Unity UIElements and C# 4.6

Invoke Parallel ⭐303

Speed up PowerShell with simplified multithreading

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

Curl Easy ⭐285

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

Sorry Cypress ⭐281

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

S3 Parallel Put ⭐278

Parallel uploads to Amazon AWS S3

Run Parallel ⭐270

Run an array of functions in parallel

Multi-stream rsync wrapper

Neuraxle ⭐229

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.

Alpha Zero Gomoku ⭐228

A Multi-threaded Implementation of AlphaZero

Awesome Cuda ⭐221

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

Deepgraph ⭐216

Analyze Data with Pandas-based Networks. Documentation:

Ocaramba ⭐208

C# Framework to automate tests using Selenium WebDriver

An interactive parallel ssh client featuring autocomplete and asynchronous execution.

Mocha.parallel ⭐194

Run async mocha specs in parallel

🔬 BEDOPS: high-performance genomic feature operations

Marathon ⭐186

Cross-platform test runner written for Android and iOS projects

Ultra Runner ⭐175

🏃⛰ Ultra fast monorepo script runner and build tool

A collection of useful utility functions

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 ⭐168

Examples of C# code compiled to GPU by hybridizer

Powerful multi-threaded coroutine dispatcher and parallel execution engine

Shared resource dispatcher

Parallel Functions ⭐147

Simplified parallel processing for PHP based on Amp.

Transducers.jl ⭐144

Efficient transducers for Julia

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

Raytracer ⭐141

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

Metasync ⭐140

Library of Asynchronous Programming Abstractions

Future.apply ⭐138

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

Neural Fortran ⭐135

A parallel neural net microframework

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

In-place Parallel Super Scalar Samplesort (IPS⁴o)

Rangeless ⭐123

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

Compose your async functions with elegance.

React Native Workers ⭐110

Do heavy data process outside of your UI JS thread.

parallel finite element unstructured meshes

Sort files and pack them into partitions

Pytest Parallel ⭐101

A pytest plugin for parallel and concurrent testing

Doazureparallel ⭐97

A R package that allows users to submit parallel workloads in Azure

Parallel Process ⭐90

🏃 Run multiple processes simultaneously

Scroll - making scrolling through buffers fun since 2016

✨🐌 🐎✨ fastest npm scripts runner

Yet another black-box optimization library for Python

Parallel RSpec test runner

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