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The Top 121 Scientific Computing Open Source Projects

Categories > Science > Scientific Computing
Gop ⭐ 5,082
GoPlus - The Go+ language for data science
Gonum ⭐ 5,061
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Arrayfire ⭐ 3,565
ArrayFire: a general purpose GPU library.
Stdlib ⭐ 2,617
✨ Standard library for JavaScript and Node.js. ✨
Matplotplusplus ⭐ 2,205
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Spack ⭐ 2,176
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
Scikit Optimize ⭐ 2,144
Sequential model-based optimization with a `scipy.optimize` interface
Ndarray ⭐ 1,829
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
Numcpp ⭐ 1,805
C++ implementation of the Python Numpy library
Nd4j ⭐ 1,785
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Hedgehog Lab ⭐ 1,702
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.
Gosl ⭐ 1,594
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 ⭐ 1,367
Open-source software for volunteer computing and grid computing.
Pycuda ⭐ 1,187
CUDA integration for Python, plus shiny features
Tiledb ⭐ 1,150
The Universal Storage Engine
Julia.jl ⭐ 1,148
Curated decibans of Julia programming language.
Linfa ⭐ 1,097
A Rust machine learning framework.
Owl ⭐ 947
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Shadow ⭐ 945
Shadow is a discrete-event network simulator that directly executes real application code, enabling you to simulate distributed systems with thousands of network-connected processes in realistic and scalable private network experiments using your laptop, desktop, or server running Linux.
Eliot ⭐ 909
Eliot: the logging system that tells you *why* it happened
Reflow ⭐ 865
A language and runtime for distributed, incremental data processing in the cloud
Itk ⭐ 860
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 ⭐ 825
OpenCL integration for Python, plus shiny features
Casadi ⭐ 781
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.
Ruptures ⭐ 765
ruptures: change point detection in Python
Mfem ⭐ 757
Lightweight, general, scalable C++ library for finite element methods
Learn Julia The Hard Way ⭐ 704
Learn Julia the hard way!
Vexcl ⭐ 635
VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP
Pygam ⭐ 625
[HELP REQUESTED] Generalized Additive Models in Python
Deepxde ⭐ 579
Deep learning library for solving differential equations and more
Ohpc ⭐ 575
OpenHPC Integration, Packaging, and Test Repo
Awesome Scientific Computing ⭐ 565
😎 Curated list of awesome software for numerical analysis and scientific computing
Scikit Video ⭐ 529
Video Processing in Python
Enzyme ⭐ 511
High-performance automatic differentiation of LLVM.
Poliastro ⭐ 505
poliastro - 🚀 Astrodynamics in Python
Ocl ⭐ 473
OpenCL for Rust
Boxx ⭐ 435
Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.
Librmath.js ⭐ 430
Javascript Pure Implementation of Statistical R "core" numerical libRmath.so
Amgcl ⭐ 429
C++ library for solving large sparse linear systems with algebraic multigrid method
Loopy ⭐ 403
A code generator for array-based code on CPUs and GPUs
Armadillo Code ⭐ 394
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
Kneed ⭐ 387
Knee point detection in Python 📈
Pyemd ⭐ 378
Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric
Itkwidgets ⭐ 375
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
3 ⭐ 337
GPU-accelerated micromagnetic simulator
Bmc ⭐ 335
Notes on Scientific Computing for Biomechanics and Motor Control
Datacube Core ⭐ 326
Open Data Cube analyses continental scale Earth Observation data through time
Exprtk ⭐ 318
C++ Mathematical Expression Parsing And Evaluation Library
Meshpy ⭐ 317
2D/3D simplicial mesh generator interface for Python (Triangle, TetGen, gmsh)
Numo Narray ⭐ 309
Ruby/Numo::NArray - New NArray class library
Simpeg ⭐ 301
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Yt ⭐ 301
Main yt repository
Impyute ⭐ 282
Data imputations library to preprocess datasets with missing data
Datoviz ⭐ 281
⚡ High-performance GPU interactive scientific data visualization with Vulkan
Blitz ⭐ 275
Blitz++ Multi-Dimensional Array Library for C++
Rulinalg ⭐ 249
A linear algebra library written in Rust
Roger ⭐ 246
Golang RServe client. Use R from Go
Pysph ⭐ 244
A framework for Smoothed Particle Hydrodynamics in Python
Reprozip ⭐ 243
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
Openpnm ⭐ 239
A Python package for performing pore network modeling of porous media
Feelpp ⭐ 233
💎 Feel++: Finite Element Embedded Language and Library in C++
Scikit Garden ⭐ 233
A garden for scikit-learn compatible trees
Peroxide ⭐ 226
Rust numeric library with R, MATLAB & Python syntax
Oq Engine ⭐ 222
OpenQuake's Engine for Seismic Hazard and Risk Analysis
Collapse ⭐ 221
Advanced and Fast Data Transformation in R
Sundials ⭐ 216
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 ⭐ 203
Python package for numerical derivatives and partial differential equations in any number of dimensions.
Compute.scala ⭐ 194
Scientific computing with N-dimensional arrays
Awesome Physics ⭐ 191
🌌 A collaborative list of awesome software for exploring Physics concepts
Phpsci Carray ⭐ 182
PHP library for scientific computing powered by C
Avogadrolibs ⭐ 181
Avogadro libraries provide 3D rendering, visualization, analysis and data processing useful in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.
Computator.net ⭐ 181
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 ⭐ 179
Python Block-Model Simulator. An alternative to simulink in python.
Visit ⭐ 168
VisIt - Visualization and Data Analysis for Mesh-based Scientific Data
Smartcore ⭐ 168
SmartCore is a comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
Samrai ⭐ 167
Structured Adaptive Mesh Refinement Application Infrastructure - a scalable C++ framework for block-structured AMR application development
Meteoinfo ⭐ 166
MeteoInfo: GIS and scientific computation environment for meteorological community.
Mobulaop ⭐ 162
A Simple & Flexible Cross Framework Operators Toolkit
Scilab ⭐ 159
Free and Open Source software for numerical computation providing a powerful computing environment for engineering and scientific applications.
Plip ⭐ 157
Protein-Ligand Interaction Profiler - Analyze and visualize non-covalent protein-ligand interactions in PDB files according to 📝 Adasme et al. (2021), https://doi.org/10.1093/nar/gkab294
Opencoarrays ⭐ 156
A parallel application binary interface for Fortran 2018 compilers.
Asl ⭐ 153
Advanced Simulation Library - hardware accelerated multiphysics simulation platform.
Solidspy ⭐ 151
2D-Finite Element Analysis with Python
Adcme.jl ⭐ 150
Automatic Differentiation Library for Computational and Mathematical Engineering
Indicators.jl ⭐ 147
Financial market technical analysis & indicators in Julia
Gonum ⭐ 142
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Neurodiffeq ⭐ 142
A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.
Galpy ⭐ 140
Galactic Dynamics in python
Espresso ⭐ 139
The ESPResSo package
Awesome Scientific Python ⭐ 138
A curated list of awesome scientific Python resources
Freud ⭐ 137
Powerful, efficient particle trajectory analysis in scientific Python.
Pybinding ⭐ 134
Scientific Python package for tight-binding calculations in solid state physics
Harold ⭐ 133
An open-source systems and controls toolbox for Python3
Openmole ⭐ 127
Workflow engine for exploration of simulation models using high throughput computing
Regionmask ⭐ 114
plotting and creation of masks of spatial regions
Monolish ⭐ 114
monolish: MONOlithic LIner equation Solvers for Highly-parallel architecture
Gdl ⭐ 113
GDL - GNU Data Language
Siconos ⭐ 109
Simulation framework for nonsmooth dynamical systems
Partia Computing Michaelmas ⭐ 109
Activities and exercises for the Part IA computing course in Michaelmas Term
Cytoflow ⭐ 96
A Python toolbox for quantitative, reproducible flow cytometry analysis
1-100 of 121 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