scientific-computing

There are 116 repositories under scientific-computing topic.

scipy / scipy
SciPy library main repository
algorithms closember python scientific-computing scipy
Language:Python 14168
tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
autodiff cross-platform cuda deep-learning kernel-fusion machine-learning metal ndarray neural-network onnx pytorch rocm rust scientific-computing tensor vulkan wasm webgpu
Language:Rust 13366
goplus / xgo
XGo is the first AI-native programming language that integrates software engineering into a unified whole. Our vision is to enable everyone to become a builder of the world.
ai-native data-science golang goplus low-code programming-language scientific-computing stem stem-education xgo
Language:Go 9349
gonum / gonum
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
data-analysis go golang graph matrix scientific-computing statistics
Language:Go 8205
mlpack / mlpack
mlpack: a fast, header-only C++ machine learning library
c-plus-plus deep-learning hacktoberfest machine-learning machine-learning-library nearest-neighbor-search regression scientific-computing
Language:C++ 5523
stdlib-js / stdlib
✨ The fundamental numerical library for JavaScript and TypeScript. ✨
javascript js library math mathematics node node-js nodejs numerical numerical-computing science scientific scientific-computing standard statistics stats stdlib typescript utilities utils
Language:JavaScript 5450
spack / spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
build-tools hpc hpsf linux macos package-manager python radiuss scientific-computing spack windows
Language:Python 4850
arrayfire
arrayfire / arrayfire
ArrayFire: a general purpose GPU library.
arrayfire c-plus-plus gpu cuda opencl gpgpu hpc performance scientific-computing cpp c
Language:C++ 4812
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.
benchmark cfd computational-fluid-dynamics fluid-dynamics fluid-simulation fluid-solver gpgpu gpu gpu-computing high-performance-computing hpc interactive-visualization lattice-boltzmann lbm opencl physics raytracing scientific-computing scientific-visualization simulation
Language:C++ 4758
matplotplusplus
alandefreitas / matplotplusplus
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
charting-library charts contour-plots data-analysis data-science data-visualization graphics graphics-library graphs matplot plot-categories plots polar-plots scientific-computing scientific-visualization visualization
Language:C++ 4723
rust-ml / linfa
A Rust machine learning framework.
algorithms machine-learning rust scientific-computing
Language:Rust 4385
rust-ndarray / ndarray
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
numerics rust rust-sci scientific-computing
Language:Rust 4077
dpilger26 / NumCpp
C++ implementation of the Python Numpy library
python numpy c-plus-plus numerical-analysis scientific-computing algorithms data-structures cpp mathematical-functions
Language:C++ 3897
scikit-optimize / scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
bayesopt optimization scientific-computing machine-learning hyperparameter bayesian-optimization binder scikit-learn hyperparameter-optimization hyperparameter-tuning hyperparameter-search sequential-recommendation hacktoberfest scientific-visualization visualization
Language:Python 2800
bshoshany / thread-pool
BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library
concurrency cplusplus cplusplus-17 cplusplus-20 cplusplus-23 cpp cpp17 cpp20 cpp20-modules cpp23 easy-to-use high-performance high-performance-computing multithreading parallel scientific-computing thread-pool threading threadpool
Language:C++ 2721
Hedgehog-Computing / hedgehog-lab
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.
computer-algebra data-visualization gpu-acceleration javascript latex machine-learning matrix-library scientific-computing symbolic-computation tex webgl webgl2
Language:TypeScript 2384
boinc
BOINC / boinc
Open-source software for volunteer computing and grid computing.
android boinc c-plus-plus citizen-science distributed-computing grid-computing hacktoberfest high-performance-computing high-throughput-computing java kotlin php science scientific-computing volunteer-computing
Language:PHP 2240
casadi / casadi
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.
optimization nonlinear derivatives code-generation numerical-calculations academic-project scientific-computing mathematics symbolic-manipulation parameter-estimation optimal-control modular matlab octave python c-plus-plus library algorithmic-differentation nonlinear-programming
Language:C++ 2040
mfem
mfem / mfem
Lightweight, general, scalable C++ library for finite element methods
finite-elements high-order high-performance-computing parallel-computing amr computational-science fem scientific-computing hpc math-physics radiuss
Language:C++ 2026
inducer / pycuda
CUDA integration for Python, plus shiny features
array cuda gpu gpu-computing multidimensional-arrays pycuda python scientific-computing
Language:Python 1999
TileDB-Inc / TileDB
The Universal Storage Engine
tiledb arrays storage-engine scientific-computing data-analysis hdfs s3 s3-storage data-science sparse-data dense-data dataframes sparse-arrays
Language:C++ 1994
chapel
chapel-lang / chapel
a Productive Parallel Programming Language
chapel compiler concurrency distributed-computing gpu high-performance-computing hpc language open-source parallel parallel-computing performance productive programming-language scientific-computing
Language:Chapel 1948
deepcharles / ruptures
ruptures: change point detection in Python
signal-processing changepoint python scientific-computing science change-point-detection
Language:Python 1927
cpmech / gosl
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
scientific-computing linear-algebra differential-equations sparse-systems parallel-computations computational-geometry fast-fourier-transform eigenvalues eigenvectors optimization linear-programming mersenne-twister
Language:Go 1862
shadow / shadow
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.
control emulation experimentation networking realism scalability science-research scientific-computing simulation tor
Language:Rust 1624
dealii / dealii
The development repository for the deal.II finite element library
c-plus-plus fem finite-elements hpc parallel-computing scientific-computing
Language:C++ 1578
InsightSoftwareConsortium / ITK
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.
cpp hacktoberfest image-analysis insight-toolkit itk medical-imaging numfocus open-science open-source python reproducible-research scientific-computing
Language:C++ 1550
svaksha / Julia.jl
Curated decibans of Julia programming language.
julia awesome-list programming-language scientific-computing computer-science programming julia-language julialang agplv3 collection resources awesome-lists
Language:Julia 1497
Enzyme
EnzymeAD / Enzyme
High-performance automatic differentiation of LLVM and MLIR.
enzyme llvm ad automatic-differentiation c cpp tensorflow pytorch machine-learning gradient derivative high-performance rust clang deep-learning scientific-computing simulation differentiable-programming compiler llvm-enzyme
Language:LLVM 1487
nschloe / awesome-scientific-computing
:sunglasses: Curated list of awesome software for numerical analysis and scientific computing
awesome awesome-list engineering mathematics numerical-analysis physics scientific-computing
Language:Python 1473
trilinos / Trilinos
Primary repository for the Trilinos Project
snl-science-libs sandia-national-laboratories hpsf scientific-computing high-performance-computing c-plus-plus hpc trilinos
Language:C++ 1329
owlbarn / owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
algorithmic-differentation autograd automatic-differentiation gsl linear-algebra machine-learning maths matrix mcmc ndarray neural-network numerical-calculations optimization plotting regression scientific-computing sparse-linear-systems statistical-functions statistics topic-modeling
Language:OCaml 1311
itamarst / eliot
Eliot: the logging system that tells you *why* it happened
python logging logging-library tracing causality causality-analysis causation twisted journald elasticsearch asyncio scientific-computing dask numpy
Language:Python 1158
inducer / pyopencl
OpenCL integration for Python, plus shiny features
amd array cuda gpu heterogeneous-parallel-programming multidimensional-arrays nvidia opencl opengl parallel-algorithm parallel-computing performance prefix-sum pyopencl python reduction scientific-computing shared-memory sorting
Language:Python 1118
pdebench / PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
ai benchmark jax machine-learning pytorch scientific scientific-computing sciml simulation deep-learning fluid-dynamics navier-stokes-equations neural-networks neural-operators partial-differential-equations physics-informed-neural-networks autoregressive-models
Language:Python 989
grailbio / reflow
A language and runtime for distributed, incremental data processing in the cloud
analysis-pipeline aws bioinformatics-pipeline cloud-computing data-science golang language runtime scientific-computing
Language:Go 972