The Top 89 Parallel Computing Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

parallel-computing x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 89 Parallel Computing Open Source Projects

Categories > Control Flow > Parallel Computing

Taskflow ⭐ 5,235

A General-purpose Parallel and Heterogeneous Task Programming System

Joblib ⭐ 2,412

Computing with Python functions.

Swifter ⭐ 1,603

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Reading ⭐ 1,584

A list of computer-science readings I recommend

Parallel ⭐ 1,179

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

Pelagia ⭐ 1,133

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.

Geatpy ⭐ 1,035

Evolutionary algorithm toolbox and framework with high performance for Python

SIMD Vector Classes for C++

Arraymancer ⭐ 809

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

Pyopencl ⭐ 801

OpenCL integration for Python, plus shiny features

Appiumtestdistribution ⭐ 768

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

Kokkos C++ Performance Portability Programming EcoSystem: The Programming Model - Parallel Execution and Memory Abstraction

Accelerate ⭐ 754

Embedded language for high-performance array computations

🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone

Lightweight, general, scalable C++ library for finite element methods

Adaptive ⭐ 651

📈 Adaptive: parallel active learning of mathematical functions

Intel® Scalable Dataframe Compiler for Pandas*

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Elmerfem ⭐ 538

Official git repository of Elmer FEM software

Symbolics.jl ⭐ 520

A fast and modern CAS for a fast and modern language.

Hamsters.js ⭐ 519

100% Vanilla Javascript Multithreading & Parallel Execution Library

Turboscript ⭐ 487

Super charged typed JavaScript dialect for parallel programming which compiles to WebAssembly

Post Me ⭐ 409

📩 Use web Workers and other Windows through a simple Promise API

Python bindings for MPI

Parallel programming with Python

Efficient Haskell Arrays featuring Parallel computation

Amadeus ⭐ 315

Harmonious distributed data analysis in Rust.

Kernels ⭐ 294

This is a set of simple programs that can be used to explore the features of a parallel platform.

Parallelaccelerator.jl ⭐ 293

The ParallelAccelerator package, part of the High Performance Scripting project at Intel Labs

Graphit ⭐ 263

GraphIt - A High-Performance Domain Specific Language for Graph Analytics

Pothoscore ⭐ 238

The Pothos data-flow framework

Boost.simd ⭐ 238

RAJA Performance Portability Layer (C++)

NWChem: Open Source High-Performance Computational Chemistry

💎 Feel++: Finite Element Embedded Language and Library in C++

Awesome Parallel Computing ⭐ 229

A curated list of awesome parallel computing resources

Hyperactive ⭐ 224

A hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.

Distributed and Parallel Computing Framework with / for Python

Massively Parallel Multiview Stereopsis by Surface Normal Diffusion

Opentimer ⭐ 220

A High-performance Timing Analysis Tool for VLSI Systems

Bohrium ⭐ 210

Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX

Sundials ⭐ 199

SUNDIALS is a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. This is a mirror of current releases, and development will move here eventually. Pull requests are welcome for bug fixes and minor changes.

Awesome Machine Learning In Compilers ⭐ 192

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

Dolfinx ⭐ 186

Next generation FEniCS problem solving environment

A framework for GPU based high-performance medical image processing and visualization

Distributed Keras Engine, Make Keras faster with only one line of code.

Ngsolve ⭐ 177

Netgen/NGSolve is a high performance multiphysics finite element software. It is widely used to analyze models from solid mechanics, fluid dynamics and electromagnetics. Due to its flexible Python interface new physical equations and solution algorithms can be implemented easily.

A Clojure dataframe library that runs on Spark

Bigmachine ⭐ 170

Bigmachine is a library for self-managing serverless computing in Go

A message-passing distributed computing framework for node.js

Future.apply ⭐ 163

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

Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development

Spark With Python ⭐ 161

Fundamentals of Spark with Python (using PySpark), code examples

Embedded Multicore Building Blocks (EMB²): Library for parallel programming of embedded systems. Star us on GitHub? +1

Opencoarrays ⭐ 151

A parallel application binary interface for Fortran 2018 compilers.

Pyexpool ⭐ 149

Python Multi-Process Execution Pool: concurrent asynchronous execution pool with custom resource constraints (memory, timeouts, affinity, CPU cores and caching), load balancing and profiling capabilities of the external apps on NUMA architecture

Ctranslate2 ⭐ 148

Fast inference engine for OpenNMT models

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

A command line tool for file downloads

Plasma Programming Language

Accelerate Llvm ⭐ 134

LLVM backend for Accelerate

DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science

oneAPI Math Kernel Library (oneMKL) Interfaces

Batchtools ⭐ 128

Tools for computation on batch systems

Pyhpc Benchmarks ⭐ 128

A suite of benchmarks to test the sequential CPU and GPU performance of most popular high-performance libraries for Python.

Work Stealing Queue ⭐ 127

A fast work-stealing queue template in C++

parallel finite element unstructured meshes

Dtcraft ⭐ 124

A High-performance Cluster Computing Engine

Parapet ⭐ 106

A purely functional library to build distributed and event-driven systems

Pp4fpgas Cn Hls ⭐ 103

HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn

The Charm++ parallel programming system. Visit https://charmplusplus.org/ for more information.

Biglasso ⭐ 88

biglasso: Extending Lasso Model Fitting to Big Data in R

Lsh_deeplearning ⭐ 85

Scalable and Sustainable Deep Learning via Randomized Hashing

Schwimmbad ⭐ 82

A common interface to processing pools.

Adaptive computational fluid dynamics

Parenchyma ⭐ 71

An extensible HPC framework for CUDA, OpenCL and native CPU.

Parallelly ⭐ 71

R package: parallelly - Enhancing the 'parallel' Package

C and Python examples from my book on using PETSc to solve PDEs

Lsf Python Api ⭐ 69

Location for the LSF Python wrapper for controlling all things LSF

Openmp Examples ⭐ 67

openmp examples

Parallel Workflow extension for Rake, runs on multicores, clusters, clouds.

Openacc Users Group ⭐ 57

Ray Tracing Iow Rust ⭐ 57

Ray Tracing in One Weekend written in Rust

Automaticanalysis ⭐ 55

Automatic Analysis (aa)

QUESO is a C++ library for doing uncertainty quantification. QUESO stands for Quantification of Uncertainty for Estimation, Simulation and Optimization.

Sandia OpenSHMEM is an implementation of the OpenSHMEM specification over multiple Networking APIs, including Portals 4, the Open Fabric Interface (OFI), and UCX. Please click on the Wiki tab for help with building and using SOS.

Parallel Programming Coursera ⭐ 35

Assignments and Quizzes submitted by me.

Mesh-based Monte Carlo (MMC)

1-89 of 89 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210