Awesome Open Source
Awesome Open Source
Combined Topics
parallel-computing x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 674 Parallel Computing Open Source Projects on Github

Categories > Control Flow > Parallel Computing
Taskflow ⭐ 5,800
A General-purpose Parallel and Heterogeneous Task Programming System
Joblib ⭐ 2,550
Computing with Python functions.
Swifter ⭐ 1,760
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
Parallel ⭐ 1,174
This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel
Reading ⭐ 1,171
A list of computer-science readings I recommend
Pelagia ⭐ 1,131
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.
Vc ⭐ 1,091
SIMD Vector Classes for C++
Arraymancer ⭐ 859
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 ⭐ 830
OpenCL integration for Python, plus shiny features
Kokkos ⭐ 830
Kokkos C++ Performance Portability Programming EcoSystem: The Programming Model - Parallel Execution and Memory Abstraction
Geatpy ⭐ 829
Evolutionary algorithm toolbox and framework with high performance for Python
Mfem ⭐ 795
Lightweight, general, scalable C++ library for finite element methods
Appiumtestdistribution ⭐ 791
A tool for running android and iOS appium tests in parallel across devices... U like it STAR it !
Future ⭐ 789
🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
Accelerate ⭐ 769
Embedded language for high-performance array computations
Symbolics.jl ⭐ 743
A fast and modern CAS for a fast and modern language.
Adaptive ⭐ 675
📈 Adaptive: parallel active learning of mathematical functions
Sdc ⭐ 627
Intel® Scalable Dataframe Compiler for Pandas*
Kratos ⭐ 609
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.
Elmerfem ⭐ 596
Official git repository of Elmer FEM software
Pagmo2 ⭐ 570
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Turboscript ⭐ 480
Super charged typed JavaScript dialect for parallel programming which compiles to WebAssembly
Mpi4py ⭐ 453
Python bindings for MPI
Post Me ⭐ 417
📩 Use web Workers and other Windows through a simple Promise API
Jug ⭐ 344
Parallel programming with Python
Massiv ⭐ 338
Efficient Haskell Arrays featuring Parallel computation
Amadeus ⭐ 334
Harmonious distributed data analysis in Rust.
Kernels ⭐ 305
This is a set of simple programs that can be used to explore the features of a parallel platform.
Hyperactive ⭐ 298
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Awesome Machine Learning In Compilers ⭐ 298
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
Parallelaccelerator.jl ⭐ 290
The ParallelAccelerator package, part of the High Performance Scripting project at Intel Labs
Nwchem ⭐ 275
NWChem: Open Source High-Performance Computational Chemistry
Raja ⭐ 264
RAJA Performance Portability Layer (C++)
Graphit ⭐ 261
GraphIt - A High-Performance Domain Specific Language for Graph Analytics
Pothoscore ⭐ 246
The Pothos data-flow framework
Opentimer ⭐ 243
A High-performance Timing Analysis Tool for VLSI Systems
Boost.simd ⭐ 239
Boost SIMD
Awesome Parallel Computing ⭐ 235
A curated list of awesome parallel computing resources
Feelpp ⭐ 234
💎 Feel++: Finite Element Embedded Language and Library in C++
Dispy ⭐ 226
Distributed and Parallel Computing Framework with / for Python
Fast ⭐ 212
A framework for GPU based high-performance medical image processing and visualization
Onemkl ⭐ 208
oneAPI Math Kernel Library (oneMKL) Interfaces
Dolfinx ⭐ 208
Next generation FEniCS problem solving environment
Ngsolve ⭐ 204
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.
Bohrium ⭐ 202
Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX
Gipuma ⭐ 192
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion
Sundials ⭐ 188
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.
Geni ⭐ 187
A Clojure dataframe library that runs on Spark
Ctranslate2 ⭐ 187
Fast inference engine for Transformer models
Pygmo2 ⭐ 180
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Samrai ⭐ 170
Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development
Dkeras ⭐ 166
Distributed Keras Engine, Make Keras faster with only one line of code.
Future.apply ⭐ 166
🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures
Bigmachine ⭐ 166
Bigmachine is a library for self-managing serverless computing in Go
Klyng ⭐ 165
A message-passing distributed computing framework for node.js
Opencoarrays ⭐ 155
A parallel application binary interface for Fortran 2018 compilers.
Embb ⭐ 144
Embedded Multicore Building Blocks (EMB²): Library for parallel programming of embedded systems. Star us on GitHub? +1
Pyexpool ⭐ 141
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
Plasma ⭐ 141
Plasma Programming Language
Accelerate Llvm ⭐ 134
LLVM backend for Accelerate
Dash ⭐ 133
DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science
Batchtools ⭐ 133
Tools for computation on batch systems
Work Stealing Queue ⭐ 128
A fast work-stealing queue template in C++
Core ⭐ 128
parallel finite element unstructured meshes
Pyhpc Benchmarks ⭐ 123
A suite of benchmarks to test the sequential CPU and GPU performance of most popular high-performance libraries for Python.
Bigstatsr ⭐ 123
R package for statistical tools with big matrices stored on disk.
Charm ⭐ 117
The Charm++ parallel programming system. Visit https://charmplusplus.org/ for more information.
Parapet ⭐ 112
A purely functional library to build distributed and event-driven systems
Mango ⭐ 110
Parallel Hyperparameter Tuning in Python
Dtcraft ⭐ 106
A High-performance Cluster Computing Engine
Pp4fpgas Cn Hls ⭐ 102
HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn
Php Slang ⭐ 101
The place where PHP meets Functional Programming
Spark With Python ⭐ 98
Fundamentals of Spark with Python (using PySpark), code examples
Hydra ⭐ 94
Header only framework for data analysis in massively parallel platforms.
Cpurasterizer ⭐ 92
CPU Based Rasterizer Engine
Mpi4jax ⭐ 89
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python ⚡️
Biglasso ⭐ 88
biglasso: Extending Lasso Model Fitting to Big Data in R
Soft Actor Critic And Extensions ⭐ 87
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
Compfinance ⭐ 86
Companion code for "Modern Computational Finance: AAD and Parallel Simulations" (Antoine Savine, Wiley, 2018)
Distex ⭐ 85
Distributed process pool for Python
Ascent ⭐ 85
A flyweight in situ visualization and analysis runtime for multi-physics HPC simulations
Concurrentdeque ⭐ 85
Fast, generalized, implementation of the Chase-Lev lock-free work-stealing deque for C++17
Lsh_deeplearning ⭐ 84
Scalable and Sustainable Deep Learning via Randomized Hashing
Nbodykit ⭐ 84
Analysis kit for large-scale structure datasets, the massively parallel way
Omega_h ⭐ 82
Simplex mesh adaptivity for HPC
Schwimmbad ⭐ 82
A common interface to processing pools.
Bulk ⭐ 81
A modern interface for implementing bulk-synchronous parallel programs.
Quinoa ⭐ 81
Adaptive computational fluid dynamics
Parallelly ⭐ 80
R package: parallelly - Enhancing the 'parallel' Package
Lazy ⭐ 79
Light-weight header-only library for parallel function calls and continuations in C++ based on Eric Niebler's talk at CppCon 2019.
Climatetools.jl ⭐ 79
Climate science package for Julia
P4pdes ⭐ 78
C and Python examples from my book on using PETSc to solve PDEs
Product Quantization Tree ⭐ 78
GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016
Bitpit ⭐ 75
Open source library for scientific HPC
Axom ⭐ 74
CS infrastructure components for HPC applications
Lsf Python Api ⭐ 73
Location for the LSF Python wrapper for controlling all things LSF
Super Workers ⭐ 71
🐴 Distribute load on front-end via parallelism
Parenchyma ⭐ 69
An extensible HPC framework for CUDA, OpenCL and native CPU.
Vuo ⭐ 68
A realtime visual programming language for interactive media.
Auryn ⭐ 64
Auryn: A fast simulator for spiking neural networks with synaptic plasticity
1-100 of 674 projects

Related Projects

C Plus Plus Parallel Computing Projects (191)
Python Parallel Computing Projects (130)
Parallel Computing Mpi Projects (99)
C Parallel Computing Projects (92)
Cuda Parallel Computing Projects (88)
Parallel Computing Openmp Projects (88)
Multithreading Parallel Computing Projects (57)
Hpc Parallel Computing Projects (55)
Parallel Computing Distributed Projects (13)
Parallel Computing Programming Projects (5)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021