Top 162 parallel-computing open source projects

Harmonious distributed data analysis in Rust.

Boost SIMD

The Pothos data-flow framework

RAJA Performance Portability Layer (C++)

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

NWChem: Open Source High-Performance Computational Chemistry

Distributed and Parallel Computing Framework with / for Python

Massively Parallel Multiview Stereopsis by Surface Normal Diffusion

A High-performance Timing Analysis Tool for VLSI Systems

A curated list of awesome parallel computing resources

Computing with Python functions.

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

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.

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

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

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

Next generation FEniCS problem solving environment

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.

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

A message-passing distributed computing framework for node.js

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

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

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

A Clojure dataframe library that runs on Spark

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

A parallel application binary interface for Fortran 2018 compilers.

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

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

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.

Plasma Programming Language

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

LLVM backend for Accelerate

Tools for computation on batch systems

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

parallel finite element unstructured meshes

A fast work-stealing queue template in C++

A High-performance Cluster Computing Engine

oneAPI Math Kernel Library (oneMKL) Interfaces

A list of computer-science readings I recommend

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

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

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

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

biglasso: Extending Lasso Model Fitting to Big Data in R

Scalable and Sustainable Deep Learning via Randomized Hashing

A common interface to processing pools.

Adaptive computational fluid dynamics

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

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

R package: parallelly - Enhancing the 'parallel' Package

Location for the LSF Python wrapper for controlling all things LSF

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

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.

openmp examples

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

Ray Tracing in One Weekend written in Rust

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

Evolutionary algorithm toolbox and framework with high performance for Python