Linear Algebra Packages

Krylov.jl338A Julia Basket of HandPicked Krylov Methods

LinearMaps.jl303A Julia package for defining and working with linear maps, also known as linear transformations or linear operators acting on vectors. The only requirement for a LinearMap is that it can act on a vector (by multiplication) efficiently.

KrylovKit.jl279Krylov methods for linear problems, eigenvalues, singular values and matrix functions

Octavian.jl230Multithreaded BLASlike library that provides pure Julia matrix multiplication

MKL.jl205Intel MKL linear algebra backend for Julia

AutoGrad.jl169Julia port of the Python autograd package.

LinearAlgebra.jl148Generic numerical linear algebra in Julia

GenericLinearAlgebra.jl148Generic numerical linear algebra in Julia

TensorCast.jl137It slices, it dices, it splices!

Adapt.jl89

RecursiveFactorization.jl75

CanonicalTraits.jl63Fullfeatured traits in Julia. Without full features how dare I say this?

DirectSum.jl50Tangent bundle, vector space and Submanifold definition

LLLplus.jl48Lattice reduction and other lattice tools in Julia

LinearAlgebraicRepresentation.jl39Official repository of the package LAR for Julia.

RowEchelon.jl34Small package containing the rref fonction for computing the reduced row echelon form of the matrix A

SugarBLAS.jl30Syntactic sugar for BLAS polynomials

HYPRE.jl28Julia interface to hypre linear solvers (https://github.com/hyprespace/hypre)

Transducers.jl27Efficient transducers for Julia

CUSPARSE.jl23Julia interface to NVIDIA's CUSPARSE library

CUSOLVER.jl15

Divergences.jl9A Julia package for evaluation of divergences between distributions

SALT.jl6SALT (steadystate abinitio laser theory) solver package for Julia

IDRsSolver.jl6++ incorporated into https://github.com/JuliaLang/IterativeSolvers.jl ++ Induced Dimension Reduction method IDR(s) for solving general nonsymmetric linear equations using a Krylov method, for example ordinary linear equations or Sylvester and Stein equations.

LDA.jl5*Deprecated*  Linear Discriminant Analysis and Kernel Fisher Analysis

LMCLUS.jl1The Julia package for Linear Manifold Clustering

SuperLU.jl0

OpenCLBLAS.jl0OpenCL BLAS library wrapper for Julia with samples

MUMPS1.jl0Alternative Julia interface to MUMPS sparse system solver
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