#scientific-computing

18 repos tagged scientific-computing. Wiki index →

• OpenMathLib/OpenBLAS · 7,517★
  OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
  #c#assembly#fortran#blas#lapack#linear-algebra#numerical-computing#hpc
• MakieOrg/Makie.jl · 2,788★
  Interactive data visualizations and plotting in Julia
  #julia#data-visualization#plotting#gpu#opengl#webgl#graphics#interactive-visualization
• JuliaStats/Distributions.jl · 1,196★
  A Julia package for probability distributions and associated functions.
  #julia#statistics#probability-distributions#data-science#random-sampling#maximum-likelihood#numerical-computing#library
• JuliaGPU/CUDA.jl · 1,412★
  CUDA programming in Julia.
  #julia#gpu#cuda#nvidia#gpgpu#high-performance-computing#compiler#array-programming
• FluxML/Flux.jl · 4,727★
  Relax! Flux is the ML library that doesn't make you tensor
  #julia#deep-learning#machine-learning#neural-networks#automatic-differentiation#gpu#differentiable-programming#library
• FFTW/fftw3 · 3,088★
  DO NOT CHECK OUT THESE FILES FROM GITHUB UNLESS YOU KNOW WHAT YOU ARE DOING. (See below.)
  #c#fft#fourier-transform#signal-processing#numerical-computing#hpc#simd#mpi
• vlang/vsl · 400★
  V library to develop Artificial Intelligence and High-Performance Scientific Computations
  #v#linear-algebra#blas#lapack#numerical-methods#machine-learning#gpu-acceleration#opencl
• sympy/sympy · 14,784★
  A computer algebra system written in pure Python
  #python#computer-algebra#symbolic-math#mathematics#calculus#equation-solving#code-generation#latex
• rdkit/rdkit · 3,522★
  The official sources for the RDKit library
  #c-plus-plus#python#cheminformatics#chemistry#drug-discovery#molecular-modeling#fingerprints#smiles
• pymc-devs/pymc · 9,678★
  Bayesian Modeling and Probabilistic Programming in Python
  #python#bayesian-inference#probabilistic-programming#mcmc#variational-inference#statistics#pytensor#data-science
• igraph/igraph · 1,994★
  Library for the analysis of networks
  #c#graph-theory#network-analysis#graph-algorithms#complex-networks#community-detection#library#r-ecosystem
• biopython/biopython · 5,122★
  Official git repository for Biopython (originally converted from CVS)
  #python#bioinformatics#genomics#sequence-analysis#phylogenetics#protein-structure#file-parsers#ncbi
• astropy/astropy · 5,240★
  Astronomy and astrophysics core library
  #python#astronomy#astrophysics#units#coordinates#fits#time-series#data-tables
• arviz-devs/arviz · 1,836★
  Exploratory analysis of Bayesian models with Python
  #python#bayesian-inference#mcmc#statistics#data-visualization#model-diagnostics#model-comparison#xarray
• Reference-LAPACK/lapack · 1,876★
  LAPACK development repository
  #fortran#linear-algebra#blas#matrix-factorization#eigenvalues#svd#numerical-computing#hpc
• TuringLang/Turing.jl · 2,243★
  Bayesian inference with probabilistic programming.
  #julia#bayesian-inference#probabilistic-programming#mcmc#hamiltonian-monte-carlo#variational-inference#statistics#machine-learning
• mratsim/Arraymancer · 1,407★
  A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
  #nim#tensor#ndarray#deep-learning#machine-learning#linear-algebra#cuda#opencl
• SciML/DifferentialEquations.jl · 3,134★
  Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
  #julia#differential-equations#ode-solver#sde#dae#scientific-machine-learning#numerical-methods#simulation