Iterative algorithms for solving linear systems, eigensystems, and singular value problems

A 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.

Multi-threaded BLAS-like library that provides pure Julia matrix multiplication

Intel MKL linear algebra backend for Julia

Generic numerical linear algebra in Julia

Generic numerical linear algebra in Julia

A Julia package for representing banded matrices

Algebraic Multigrid in Julia

Fast low-rank matrix approximation in Julia

Julia interface to the macOS Accelerate framework

The Arnoldi Method with Krylov-Schur restart, natively in Julia.

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An Extensible Test Matrix Collection for Julia

Julia Wrappers for the arpack-ng Fortran library

Fast matrix multiplication and division for Toeplitz matrices in Julia

A Julia package for representing block-banded matrices and banded-block-banded matrices

A Julia package for describing array layouts and more general fast linear algebra

A few preconditioners for iterative solvers.

Some nonnegative least squares solvers in Julia

Singular Value Decomposition for generic number types

Truncated singular value decomposition with partial reorthogonalization

Julia package for working with special matrix types.

A Julia repository for linear algebra with infinite matrices

This repo plans to provide a low-level Julia wrapper for BLIS typed interface.

Julia package for hierarchical matrices

Support for the Woodbury matrix identity for Julia

Randomized algorithms for numerical linear algebra in Julia

A Julia package to contain non-standard matrix factorizations

Julia Package for skew-symmetric matrices

BLIS-pendant of MKL.jl

A Julia package to represent semiseparable and almost banded matrices

Incrementally compute an approximate truncated singular value decomposition

A repository for sparse linear algebra in Julia

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A Julia package for the Rectangular Full Packed matrix format

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A Julia package for lazy banded matrices

Benchmark BLAS Libraries

Benchmark BLAS libraries on GPUs

Lightweight package that provides the low-rank matrix types that are used in LowRankApprox.jl