scientific-computing

There are 91 repositories under scientific-computing topic.

scipy / scipy
SciPy library main repository
python scipy algorithms closember scientific-computing
Language:Python 12514
goplus / gop
The Go+ programming language is designed for engineering, STEM education, and data science
data-science goplus scientific-computing gop stem-education golang engineering low-code programming-language stem
Language:Go 8823
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 7287
tracel-ai / burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
autodiff deep-learning machine-learning rust scientific-computing ndarray tensor neural-network pytorch autotune concurrency cross-platform high-performance kernel-fusion llm onnx wasm webgpu
Language:Rust 7217
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++ 4839
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++ 4422
stdlib-js / stdlib
✨ Standard library for JavaScript and Node.js. ✨
javascript stdlib nodejs numeric library standard math js mathematics science scientific scientific-computing lib node-js node statistics stats utilities utils numerical-computing
Language:JavaScript 4042
spack / spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
python spack package-manager hpc build-tools radiuss scientific-computing macos linux
Language:Python 4009
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++ 3966
rust-ml / linfa
A Rust machine learning framework.
algorithms machine-learning rust scientific-computing
Language:Rust 3432
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++ 3392
rust-ndarray / ndarray
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
rust numerics scientific-computing rust-sci
Language:Rust 3347
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
cfd computational-fluid-dynamics gpu gpu-computing lbm opencl graphics-library high-performance-computing hpc simulation fluid-simulation fluid-solver raytracing interactive-visualization scientific-computing scientific-visualization physics gpgpu fluid-dynamics lattice-boltzmann
Language:C++ 3236
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 2726
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.
javascript scientific-computing machine-learning symbolic-computation computer-algebra gpu-acceleration webgl webgl2 matrix-library tex latex data-visualization
Language:TypeScript 2358
bshoshany / thread-pool
BS::thread_pool: a fast, lightweight, and easy-to-use C++17 thread pool library
concurrency cplusplus cplusplus-17 cpp cpp17 easy-to-use multi-threading multithreading parallel scientific-computing thread-pool threading threadpool
Language:C++ 1954
BOINC / boinc
Open-source software for volunteer computing and grid computing.
boinc distributed-computing volunteer-computing high-performance-computing citizen-science scientific-computing grid-computing science high-throughput-computing php c-plus-plus hacktoberfest
Language:PHP 1925
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 1809
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++ 1771
inducer / pycuda
CUDA integration for Python, plus shiny features
array cuda gpu gpu-computing multidimensional-arrays pycuda python scientific-computing
Language:Python 1752
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++ 1564
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++ 1564
deepcharles / ruptures
ruptures: change point detection in Python
signal-processing changepoint python scientific-computing science change-point-detection
Language:Python 1489
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 1401
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.
emulation simulation networking experimentation tor science-research scientific-computing scalability realism control
Language:Rust 1353
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.
itk insight-toolkit image-analysis medical-imaging scientific-computing open-science open-source reproducible-research numfocus cpp python hacktoberfest
Language:C++ 1343
nschloe / awesome-scientific-computing
:sunglasses: Curated list of awesome software for numerical analysis and scientific computing
awesome awesome-list mathematics numerical-analysis physics engineering scientific-computing
Language:Python 1243
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 1183
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 1165
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 1087
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 1029
grailbio / reflow
A language and runtime for distributed, incremental data processing in the cloud
bioinformatics-pipeline scientific-computing language runtime data-science cloud-computing aws analysis-pipeline golang
Language:Go 954
poliastro
poliastro / poliastro
poliastro - :rocket: Astrodynamics in Python
python science space scientific-computing orbital-simulation space-physics hacktoberfest closember orbital-mechanics astrodynamics celestial-mechanics
Language:Python 850
pyGAM
dswah / pyGAM
[HELP REQUESTED] Generalized Additive Models in Python
machine-learning data-science scientific-computing python interpretable-machine-learning gams
Language:Python 839
openhpc / ohpc
OpenHPC Integration, Packaging, and Test Repo
clusters-management devtools hpc linuxfoundation mpi package-repository scientific-computing
Language:C 828
chrisvoncsefalvay / learn-julia-the-hard-way
Learn Julia the hard way!
julia learning-julia language learning learning-by-doing julia-language julialang data-science statistics technical-computing hpc scientific-computing
Language:Makefile 767