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The Top 116 Scientific Computing Open Source Projects

Categories > Science > Scientific Computing
Gop ⭐ 4,891
GoPlus - The Go+ language for data science
Gonum ⭐ 4,832
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Arrayfire ⭐ 3,470
ArrayFire: a general purpose GPU library.
Stdlib ⭐ 2,546
✨ Standard library for JavaScript and Node.js. ✨
Scikit Optimize ⭐ 2,097
Sequential model-based optimization with a `scipy.optimize` interface
Matplotplusplus ⭐ 2,046
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Spack ⭐ 2,037
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
Nd4j ⭐ 1,760
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Ndarray ⭐ 1,726
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
Hedgehog Lab ⭐ 1,668
Run, compile and execute JavaScript for Scientific Computing and Data Visualization TOTALLY TOTALLY TOTALLY in your BROWSER! An open source scientific computing environment for JavaScript TOTALLY in your browser, matrix operations with GPU acceleration, TeX support, data visualization and symbolic computation.
Numcpp ⭐ 1,664
C++ implementation of the Python Numpy library
Gosl ⭐ 1,573
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
Boinc ⭐ 1,338
Open-source software for volunteer computing and grid computing.
Pycuda ⭐ 1,140
CUDA integration for Python, plus shiny features
Julia.jl ⭐ 1,106
Curated decibans of Julia programming language.
Tiledb ⭐ 1,096
The Universal Storage Engine
Owl ⭐ 927
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Linfa ⭐ 911
A Rust machine learning framework.
Eliot ⭐ 882
Eliot: the logging system that tells you *why* it happened
Itk ⭐ 820
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
Pyopencl ⭐ 805
OpenCL integration for Python, plus shiny features
Casadi ⭐ 729
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
Reflow ⭐ 716
A language and runtime for distributed, incremental data processing in the cloud
Mfem ⭐ 699
Lightweight, general, scalable C++ library for finite element methods
Ruptures ⭐ 691
ruptures: change point detection in Python
Learn Julia The Hard Way ⭐ 683
Learn Julia the hard way!
Vexcl ⭐ 629
VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP
Pygam ⭐ 586
[HELP REQUESTED] Generalized Additive Models in Python
Ohpc ⭐ 556
OpenHPC Integration, Packaging, and Test Repo
Scikit Video ⭐ 521
Video Processing in Python
Awesome Scientific Computing ⭐ 507
😎 Curated list of awesome software for numerical analysis and scientific computing
Deepxde ⭐ 494
Deep learning library for solving differential equations and more
Poliastro ⭐ 473
poliastro - 🚀 Astrodynamics in Python
Ocl ⭐ 455
OpenCL for Rust
Enzyme ⭐ 455
High-performance automatic differentiation of LLVM.
Boxx ⭐ 431
Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.
Librmath.js ⭐ 426
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Amgcl ⭐ 408
C++ library for solving large sparse linear systems with algebraic multigrid method
Armadillo Code ⭐ 388
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
Loopy ⭐ 379
A code generator for array-based code on CPUs and GPUs
Pyemd ⭐ 369
Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric
Itkwidgets ⭐ 354
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
Kneed ⭐ 349
Knee point detection in Python 📈
Bmc ⭐ 327
Notes on Scientific Computing for Biomechanics and Motor Control
3 ⭐ 326
GPU-accelerated micromagnetic simulator
Exprtk ⭐ 308
C++ Mathematical Expression Parsing And Evaluation Library
Meshpy ⭐ 304
2D/3D simplicial mesh generator interface for Python (Triangle, TetGen, gmsh)
Numo Narray ⭐ 297
Ruby/Numo::NArray - New NArray class library
Datacube Core ⭐ 293
Open Data Cube analyses continental scale Earth Observation data through time
Simpeg ⭐ 290
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Yt ⭐ 286
Main yt repository
Impyute ⭐ 278
Data imputations library to preprocess datasets with missing data
Blitz ⭐ 263
Blitz++ Multi-Dimensional Array Library for C++
Datoviz ⭐ 261
⚡ High-performance GPU interactive scientific data visualization with Vulkan
Rulinalg ⭐ 249
A linear algebra library written in Rust
Roger ⭐ 248
Golang RServe client. Use R from Go
Reprozip ⭐ 237
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
Pysph ⭐ 235
A framework for Smoothed Particle Hydrodynamics in Python
Feelpp ⭐ 231
💎 Feel++: Finite Element Embedded Language and Library in C++
Scikit Garden ⭐ 231
A garden for scikit-learn compatible trees
Openpnm ⭐ 220
A Python package for performing pore network modeling of porous media
Oq Engine ⭐ 214
OpenQuake's Engine for Seismic Hazard and Risk Analysis
Peroxide ⭐ 213
Rust numeric library with R, MATLAB & Python syntax
Sundials ⭐ 201
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.
Findiff ⭐ 194
Python package for numerical derivatives and partial differential equations in any number of dimensions.
Collapse ⭐ 193
Advanced and Fast Data Transformation in R
Compute.scala ⭐ 191
Scientific computing with N-dimensional arrays
Phpsci Carray ⭐ 178
PHP library for scientific computing powered by C
Computator.net ⭐ 177
Computator.NET is a special kind of numerical software that is fast and easy to use but not worse than others feature-wise. It's features include: - Real and complex functions charts - Real and complex calculator - Real functions numerical calculations including different methods - Over 107 Elementary functions - Over 141 Special functions - Over 21 Matrix functions and operations - Scripting language with power to easy computations including matrices - You can declare your own custom functions with scripting language
Bmspy ⭐ 174
Python Block-Model Simulator. An alternative to simulink in python.
Avogadrolibs ⭐ 173
Avogadro libraries provide 3D rendering, visualization, analysis and data processing useful in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.
Awesome Physics ⭐ 163
🌌 A collaborative list of awesome software for exploring Physics concepts
Samrai ⭐ 162
Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development
Mobulaop ⭐ 161
A Simple & Flexible Cross Framework Operators Toolkit
Opencoarrays ⭐ 152
A parallel application binary interface for Fortran 2018 compilers.
Asl ⭐ 149
Advanced Simulation Library - hardware accelerated multiphysics simulation platform.
Solidspy ⭐ 146
2D-Finite Element Analysis with Python
Scilab ⭐ 146
Free and Open Source software for numerical computation providing a powerful computing environment for engineering and scientific applications.
Visit ⭐ 143
VisIt - Visualization and Data Analysis for Mesh-based Scientific Data
Meteoinfo ⭐ 141
MeteoInfo: GIS and scientific computation environment for meteorological community.
Galpy ⭐ 136
Galactic Dynamics in python
Indicators.jl ⭐ 135
Financial market technical analysis & indicators in Julia
Gonum ⭐ 132
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Espresso ⭐ 131
The ESPResSo package
Freud ⭐ 130
Powerful, efficient particle trajectory analysis in scientific Python.
Harold ⭐ 129
An open-source systems and controls toolbox for Python3
Awesome Scientific Python ⭐ 129
A curated list of awesome scientific Python resources
Pybinding ⭐ 128
Scientific Python package for tight-binding calculations in solid state physics
Plip ⭐ 125
Protein-Ligand Interaction Profiler - Analyze and visualize non-covalent protein-ligand interactions in PDB files according to 📝 Salentin et al. (2015), https://www.doi.org/10.1093/nar/gkv315
Openmole ⭐ 122
Workflow engine for exploration of simulation models using high throughput computing
Adcme.jl ⭐ 112
Automatic Differentiation Library for Computational and Mathematical Engineering
Siconos ⭐ 109
Simulation framework for nonsmooth dynamical systems
Gdl ⭐ 108
GDL - GNU Data Language
Partia Computing Michaelmas ⭐ 106
Activities and exercises for the Part IA computing course in Michaelmas Term
Regionmask ⭐ 97
plotting and creation of masks of spatial regions
Cytoflow ⭐ 92
A Python toolbox for quantitative, reproducible flow cytometry analysis
Pylbm ⭐ 87
Numerical simulations using flexible Lattice Boltzmann solvers
Jigsaw ⭐ 86
JIGSAW is a Delaunay-based unstructured mesh generator for two- and three-dimensional geometries.
Scidart ⭐ 78
Multiplatform scientific computing for Dart
P4pdes ⭐ 72
C and Python examples from my book on using PETSc to solve PDEs
1-100 of 116 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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