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The Top 113 Scientific Computing Open Source Projects

Categories > Science > Scientific Computing
Gonum ⭐ 4,622
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Gop ⭐ 4,221
GoPlus - The Go+ language for data science
Arrayfire ⭐ 3,321
ArrayFire: a general purpose GPU library.
Stdlib ⭐ 2,482
✨ Standard library for JavaScript and Node.js. ✨
Scikit Optimize ⭐ 2,046
Sequential model-based optimization with a `scipy.optimize` interface
Matplotplusplus ⭐ 1,966
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Spack ⭐ 1,955
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
Nd4j ⭐ 1,736
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Ndarray ⭐ 1,628
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
Hedgehog Lab ⭐ 1,574
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 ⭐ 1,569
C++ implementation of the Python Numpy library
Gosl ⭐ 1,561
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 ⭐ 1,305
Open-source software for volunteer computing and grid computing.
Pycuda ⭐ 1,096
CUDA integration for Python, plus shiny features
Julia.jl ⭐ 1,072
Curated decibans of Julia programming language.
Tiledb ⭐ 1,053
The Universal Storage Engine
Owl ⭐ 915
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Eliot ⭐ 866
Eliot: the logging system that tells you *why* it happened
Itk ⭐ 794
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 ⭐ 782
OpenCL integration for Python, plus shiny features
Linfa ⭐ 735
A Rust machine learning framework.
Casadi ⭐ 708
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 ⭐ 706
A language and runtime for distributed, incremental data processing in the cloud
Mfem ⭐ 655
Lightweight, general, scalable C++ library for finite element methods
Learn Julia The Hard Way ⭐ 651
Learn Julia the hard way!
Ruptures ⭐ 633
ruptures: change point detection in Python
Vexcl ⭐ 622
VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP
Pygam ⭐ 561
[HELP REQUESTED] Generalized Additive Models in Python
Ohpc ⭐ 536
OpenHPC Integration, Packaging, and Test Repo
Scikit Video ⭐ 508
Video Processing in Python
Awesome Scientific Computing ⭐ 466
😎 Curated list of awesome software for numerical analysis and scientific computing
Poliastro ⭐ 454
poliastro - 🚀 Astrodynamics in Python
Ocl ⭐ 449
OpenCL for Rust
Boxx ⭐ 429
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
Enzyme ⭐ 406
High-performance automatic differentiation of LLVM.
Deepxde ⭐ 393
Deep learning library for solving differential equations and more
Armadillo Code ⭐ 388
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
Amgcl ⭐ 387
C++ library for solving large sparse linear systems with algebraic multigrid method
Loopy ⭐ 362
A code generator for array-based code on CPUs and GPUs
Pyemd ⭐ 360
Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric
Itkwidgets ⭐ 330
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
Kneed ⭐ 323
Knee point detection in Python 📈
3 ⭐ 321
GPU-accelerated micromagnetic simulator
Bmc ⭐ 316
Notes on Scientific Computing for Biomechanics and Motor Control
Exprtk ⭐ 299
C++ Mathematical Expression Parsing And Evaluation Library
Meshpy ⭐ 291
2D/3D simplicial mesh generator interface for Python (Triangle, TetGen, gmsh)
Numo Narray ⭐ 289
Ruby/Numo::NArray - New NArray class library
Datacube Core ⭐ 280
Open Data Cube analyses continental scale Earth Observation data through time
Simpeg ⭐ 276
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Yt ⭐ 276
Main yt repository
Impyute ⭐ 271
Data imputations library to preprocess datasets with missing data
Roger ⭐ 247
Golang RServe client. Use R from Go
Rulinalg ⭐ 247
A linear algebra library written in Rust
Blitz ⭐ 241
Blitz++ Multi-Dimensional Array Library for C++
Reprozip ⭐ 229
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
Scikit Garden ⭐ 229
A garden for scikit-learn compatible trees
Feelpp ⭐ 228
💎 Feel++: Finite Element Embedded Language and Library in C++
Pysph ⭐ 222
A framework for Smoothed Particle Hydrodynamics in Python
Oq Engine ⭐ 208
OpenQuake's Engine for Seismic Hazard and Risk Analysis
Openpnm ⭐ 201
A Python package for performing pore network modeling of porous media
Compute.scala ⭐ 189
Scientific computing with N-dimensional arrays
Sundials ⭐ 189
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.
Peroxide ⭐ 186
Rust numeric library with R, MATLAB & Python syntax
Findiff ⭐ 184
Python package for numerical derivatives and partial differential equations in any number of dimensions.
Collapse ⭐ 183
Advanced and Fast Data Transformation in R
Datoviz ⭐ 179
⚡ High-performance GPU interactive scientific data visualization with Vulkan
Phpsci Carray ⭐ 176
PHP library for scientific computing powered by C
Computator.net ⭐ 168
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
Avogadrolibs ⭐ 165
Avogadro libraries provide 3D rendering, visualization, analysis and data processing useful in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.
Bmspy ⭐ 164
Python Block-Model Simulator. An alternative to simulink in python.
Mobulaop ⭐ 161
A Simple & Flexible Cross Framework Operators Toolkit
Samrai ⭐ 160
Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development
Opencoarrays ⭐ 151
A parallel application binary interface for Fortran 2018 compilers.
Asl ⭐ 143
Advanced Simulation Library - hardware accelerated multiphysics simulation platform.
Awesome Physics ⭐ 143
🌌 A collaborative list of awesome software for exploring Physics concepts
Solidspy ⭐ 138
2D-Finite Element Analysis with Python
Visit ⭐ 137
VisIt - Visualization and Data Analysis for Mesh-based Scientific Data
Galpy ⭐ 133
Galactic Dynamics in python
Scilab ⭐ 133
Free and Open Source software for numerical computation providing a powerful computing environment for engineering and scientific applications.
Meteoinfo ⭐ 133
MeteoInfo: GIS and scientific computation environment for meteorological community.
Espresso ⭐ 130
The ESPResSo package
Harold ⭐ 130
An open-source systems and controls toolbox for Python3
Indicators.jl ⭐ 125
Financial market technical analysis & indicators in Julia
Gonum ⭐ 125
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Awesome Scientific Python ⭐ 122
A curated list of awesome scientific Python resources
Pybinding ⭐ 121
Scientific Python package for tight-binding calculations in solid state physics
Openmole ⭐ 120
Workflow engine for exploration of simulation models using high throughput computing
Plip ⭐ 120
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
Freud ⭐ 115
Powerful, efficient particle trajectory analysis in scientific Python.
Partia Computing Michaelmas ⭐ 104
Activities and exercises for the Part IA computing course in Michaelmas Term
Gdl ⭐ 101
GDL - GNU Data Language
Adcme.jl ⭐ 99
Automatic Differentiation Library for Computational and Mathematical Engineering
Regionmask ⭐ 96
plotting and creation of masks of spatial regions
Cytoflow ⭐ 90
A Python toolbox for quantitative, reproducible flow cytometry analysis
Jigsaw ⭐ 82
JIGSAW is a Delaunay-based unstructured mesh generator for two- and three-dimensional geometries.
Pylbm ⭐ 82
Numerical simulations using flexible Lattice Boltzmann solvers
Aicsimageio ⭐ 68
Delayed Parallel Image Reading for Microscopy Images in Python
Scidart ⭐ 68
Multiplatform scientific computing for Dart
P4pdes ⭐ 67
C and Python examples from my book on using PETSc to solve PDEs
1-100 of 113 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