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The Top 719 Parallel Computing Open Source Projects

Categories > Control Flow > Parallel Computing
Workflow ⭐ 8,501
C++ Parallel Computing and Asynchronous Networking Engine
most recent commit 4 days ago
Taskflow ⭐ 6,859
A General-purpose Parallel and Heterogeneous Task Programming System
total releases 6most recent commit a month ago
Joblib ⭐ 2,795
Computing with Python functions.
most recent commit a month ago
Swifter ⭐ 2,002
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
dependent packages 14total releases 77most recent commit 6 days agopypi swifter} Downloads
Reading ⭐ 1,858
A list of computer-science readings I recommend
most recent commit 8 months ago
Course ⭐ 1,647
高性能并行编程与优化 - 课件
most recent commit 17 days ago
Geatpy ⭐ 1,376
Evolutionary algorithm toolbox and framework with high performance for Python
most recent commit a month ago
Vc ⭐ 1,205
SIMD Vector Classes for C++
dependent packages 1total releases 3most recent commit a month ago
Parallel ⭐ 1,174
This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel
total releases 31most recent commit 5 years ago
Kokkos ⭐ 1,034
Kokkos C++ Performance Portability Programming EcoSystem: The Programming Model - Parallel Execution and Memory Abstraction
most recent commit 13 days ago
Symbolics.jl ⭐ 973
A fast and modern CAS for a fast and modern language.
most recent commit 5 days ago
Mfem ⭐ 951
Lightweight, general, scalable C++ library for finite element methods
total releases 3most recent commit 8 days ago
Arraymancer ⭐ 944
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
most recent commit 2 months ago
Zarr Python ⭐ 939
An implementation of chunked, compressed, N-dimensional arrays for Python.
dependent packages 199total releases 55most recent commit a day agopypi zarr} Downloads
Pyopencl ⭐ 899
OpenCL integration for Python, plus shiny features
dependent packages 2total releases 44most recent commit 3 days ago
Future ⭐ 855
🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
dependent packages 213total releases 46most recent commit 5 days ago
Appiumtestdistribution ⭐ 854
A tool for running android and iOS appium tests in parallel across devices... U like it STAR it !
total releases 12most recent commit 5 days ago
Accelerate ⭐ 790
Embedded language for high-performance array computations
total releases 26most recent commit 4 months ago
Adaptive ⭐ 708
📈 Adaptive: parallel active learning of mathematical functions
dependent packages 1total releases 26most recent commit 18 days ago
Elmerfem ⭐ 708
Official git repository of Elmer FEM software
most recent commit 4 hours ago
Kratos ⭐ 703
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.
dependent packages 29total releases 10most recent commit 3 days agopypi KratosMultiphysics} Downloads
Pagmo2 ⭐ 641
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 4total releases 24most recent commit 2 months ago
Sdc ⭐ 636
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
most recent commit 7 months ago
Mpi4py ⭐ 555
Python bindings for MPI
dependent packages 206total releases 20most recent commit 4 days agopypi mpi4py} Downloads
Awesome Machine Learning In Compilers ⭐ 516
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
most recent commit 16 days ago
Turboscript ⭐ 480
Super charged typed JavaScript dialect for parallel programming which compiles to WebAssembly
total releases 24most recent commit 5 years ago
Dagger.jl ⭐ 444
A framework for out-of-core and parallel execution
most recent commit a day ago
Post Me ⭐ 417
📩 Use web Workers and other Windows through a simple Promise API
dependent packages 2total releases 11most recent commit a year agonpm post-me} Downloads
Hyperactive ⭐ 397
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 3total releases 66most recent commit a month agopypi hyperactive} Downloads
Jug ⭐ 379
Parallel programming with Python
total releases 12most recent commit 2 months ago
Massiv ⭐ 353
Efficient Haskell Arrays featuring Parallel computation
total releases 51most recent commit 4 months ago
Awesome Parallel Computing ⭐ 349
A curated list of awesome parallel computing resources
most recent commit 2 months ago
Kernels ⭐ 342
This is a set of simple programs that can be used to explore the features of a parallel platform.
most recent commit 12 days ago
Amadeus ⭐ 334
Harmonious distributed data analysis in Rust.
dependent packages 7total releases 25most recent commit a year agocargo amadeus-core} Downloads
Nwchem ⭐ 322
NWChem: Open Source High-Performance Computational Chemistry
most recent commit a month ago
Raja ⭐ 321
RAJA Performance Portability Layer (C++)
most recent commit 7 days ago
Dolfinx ⭐ 316
Next generation FEniCS problem solving environment
dependent packages 1total releases 1most recent commit 6 hours ago
Onemkl ⭐ 313
oneAPI Math Kernel Library (oneMKL) Interfaces
most recent commit a month ago
Ctranslate2 ⭐ 308
Fast inference engine for Transformer models
dependent packages 2total releases 63most recent commit 7 hours agopypi ctranslate2} Downloads
Opentimer ⭐ 300
A High-performance Timing Analysis Tool for VLSI Systems
most recent commit 2 months ago
Parallelaccelerator.jl ⭐ 290
The ParallelAccelerator package, part of the High Performance Scripting project at Intel Labs
most recent commit 5 years ago
Fast ⭐ 280
A framework for GPU based high-performance medical image processing and visualization
total releases 10most recent commit 5 hours ago
Graphit ⭐ 261
GraphIt - A High-Performance Domain Specific Language for Graph Analytics
most recent commit a year ago
Sundials ⭐ 258
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
most recent commit a month ago
Feelpp ⭐ 255
💎 Feel++: Finite Element Embedded Language and Library in C++
most recent commit 2 days ago
Pothoscore ⭐ 246
The Pothos data-flow framework
most recent commit a year ago
Pyhpc Benchmarks ⭐ 241
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python 🚀
most recent commit 2 months ago
Dispy ⭐ 236
Distributed and Parallel Computing Framework with / for Python
most recent commit 6 months ago
Geni ⭐ 225
A Clojure dataframe library that runs on Spark
total releases 33most recent commit 2 months ago
Pygmo2 ⭐ 222
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 16total releases 22most recent commit 2 months agopypi pygmo} Downloads
Bohrium ⭐ 202
Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX
most recent commit 2 years ago
Mpi4jax ⭐ 195
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python ⚡️
dependent packages 1total releases 29most recent commit 6 days agopypi mpi4jax} Downloads
Gipuma ⭐ 192
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion
most recent commit 2 years ago
Opencoarrays ⭐ 187
A parallel application binary interface for Fortran 2018 compilers.
most recent commit a month ago
Future.apply ⭐ 186
🚀 R package: future.apply - Apply Function to Elements in Parallel using Futures
dependent packages 97total releases 13most recent commit 8 days ago
Samrai ⭐ 181
Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development
most recent commit a month ago
Bigmachine ⭐ 177
Bigmachine is a library for self-managing serverless computing in Go
dependent packages 1total releases 10most recent commit a month ago
Dgm ⭐ 167
Direct Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.
most recent commit 8 months ago
Dkeras ⭐ 166
Distributed Keras Engine, Make Keras faster with only one line of code.
most recent commit 3 years ago
Klyng ⭐ 165
A message-passing distributed computing framework for node.js
total releases 7most recent commit 5 years ago
Pyexpool ⭐ 152
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
total releases 6most recent commit 3 years ago
Plasma ⭐ 148
Plasma Programming Language
most recent commit 24 days ago
Bigstatsr ⭐ 144
R package for statistical tools with big matrices stored on disk.
dependent packages 10total releases 16most recent commit 3 months ago
Embb ⭐ 144
Embedded Multicore Building Blocks (EMB²): Library for parallel programming of embedded systems. Star us on GitHub? +1
most recent commit 5 years ago
Charm ⭐ 142
The Charm++ parallel programming system. Visit https://charmplusplus.org/ for more information.
most recent commit 2 hours ago
Pqdm ⭐ 139
Comfortable parallel TQDM using concurrent.futures
dependent packages 5total releases 3most recent commit a month agopypi pqdm} Downloads
Accelerate Llvm ⭐ 137
LLVM backend for Accelerate
total releases 5most recent commit 3 months ago
Core ⭐ 134
parallel finite element unstructured meshes
most recent commit 2 months ago
Batchtools ⭐ 133
Tools for computation on batch systems
dependent packages 8total releases 15most recent commit a year ago
Dash ⭐ 133
DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science
most recent commit a year ago
Work Stealing Queue ⭐ 128
A fast work-stealing queue template in C++
most recent commit 2 years ago
Dtcraft ⭐ 128
A High-performance Cluster Computing Engine
most recent commit 3 years ago
Parlaylib ⭐ 127
A Toolkit for Programming Parallel Algorithms on Shared-Memory Multicore Machines
most recent commit a month ago
Mango ⭐ 124
Parallel Hyperparameter Tuning in Python
dependent packages 1total releases 3most recent commit a month agopypi arm-mango} Downloads
Parapet ⭐ 123
A purely functional library to build distributed and event-driven systems
dependent packages 7total releases 4most recent commit 4 months ago
Ascent ⭐ 106
A flyweight in situ visualization and analysis runtime for multi-physics HPC simulations
most recent commit 11 days ago
Pp4fpgas Cn Hls ⭐ 102
HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn
most recent commit a year ago
P4pdes ⭐ 102
C and Python examples from my book on using PETSc to solve PDEs
most recent commit 3 months ago
Climatetools.jl ⭐ 101
Climate science package for Julia
most recent commit 4 months ago
Php Slang ⭐ 101
The place where PHP meets Functional Programming
dependent packages 2total releases 5most recent commit 4 years agopackagist php-slang/php-slang} Downloads
Biglasso ⭐ 99
biglasso: Extending Lasso Model Fitting to Big Data in R
dependent packages 3total releases 12most recent commit 4 months ago
Spark With Python ⭐ 98
Fundamentals of Spark with Python (using PySpark), code examples
most recent commit 2 years ago
Hydra ⭐ 94
Header only framework for data analysis in massively parallel platforms.
most recent commit a year ago
Omega_h ⭐ 94
Simplex mesh adaptivity for HPC
most recent commit 2 months ago
Lsh_deeplearning ⭐ 93
Scalable and Sustainable Deep Learning via Randomized Hashing
most recent commit 2 months ago
Rxmesh ⭐ 93
RXMesh: A GPU Mesh Data Structure - SIGGRAPH 2021
most recent commit 2 months ago
Bitpit ⭐ 92
Open source library for scientific HPC
most recent commit 13 days ago
Cpurasterizer ⭐ 92
CPU Based Rasterizer Engine
most recent commit 10 months ago
Parallel ⭐ 91
PARALLEL: Stata module for parallel computing
most recent commit 5 months ago
Parallelly ⭐ 90
R package: parallelly - Enhancing the 'parallel' Package
dependent packages 9total releases 12most recent commit a month ago
Librom ⭐ 90
Model reduction library with an emphasis on large scale parallelism and linear subspace methods
most recent commit 13 days ago
Axom ⭐ 90
CS infrastructure components for HPC applications
most recent commit 3 hours ago
Pymfem ⭐ 90
Python wrapper for MFEM
most recent commit 3 months ago
Lazy ⭐ 88
Light-weight header-only library for parallel function calls and continuations in C++ based on Eric Niebler's talk at CppCon 2019.
most recent commit 4 months ago
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.
most recent commit a year ago
Quinoa ⭐ 86
Adaptive computational fluid dynamics
most recent commit 4 days ago
Compfinance ⭐ 86
Companion code for "Modern Computational Finance: AAD and Parallel Simulations" (Antoine Savine, Wiley, 2018)
most recent commit 10 months ago
Distex ⭐ 85
Distributed process pool for Python
total releases 13most recent commit a year ago
Concurrentdeque ⭐ 85
Fast, generalized, implementation of the Chase-Lev lock-free work-stealing deque for C++17
most recent commit 10 months ago
Nbodykit ⭐ 84
Analysis kit for large-scale structure datasets, the massively parallel way
dependent packages 3total releases 35most recent commit a year agopypi nbodykit} Downloads
1-100 of 719 projects
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