Numerical Linear Algebra Packages

IterativeSolvers.jl358Iterative algorithms for solving linear systems, eigensystems, and singular value problems

JuliaFEM.jl226The JuliaFEM software library is a framework that allows for the distributed processing of large Finite Element Models across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.

NonlinearEigenproblems.jl89Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks

Cuba.jl72Library for multidimensional numerical integration with four independent algorithms: Vegas, Suave, Divonne, and Cuhre.

ArnoldiMethod.jl72Implicitly Restarted Arnoldi Method, natively in Julia

Elemental.jl69Julia interface to the Elemental linear algebra library.

ToeplitzMatrices.jl59Fast matrix multiplication and division for Toeplitz matrices in Julia

TaylorModels.jl58Rigorous function approximation using Taylor models in Julia

NumericExtensions.jl56Julia extensions to provide high performance computational support

TensorToolbox.jl55Julia package for tensors as multidimensional arrays, with functionalty within Tucker format, Kruskal (CP) format, Hierarchical Tucker format and Tensor Train format.

KrylovMethods.jl44Simple and fast Julia implementation of Krylov subspace methods for linear systems.

GenericSVD.jl41Singular Value Decomposition for generic number types

SpecialMatrices.jl38Julia package for working with special matrix types.

Sparspak.jl33Direct solution of large sparse systems of linear algebraic equations in pure Julia

TetGen.jl33Julia's TetGen wrapper

RandomizedPreconditioners.jl33

IncrementalSVD.jl31Simon Funk's approach to collaborative filtering using the singular value decomposition, implemented in Julia.

BSplines.jl21A Julia package for working with Bsplines

NumericFuns.jl13Math functions and functors for numerical computations

NumericFunctors.jl13Math functions and functors for numerical computations

FEMBasis.jl11FEMBasis contains interpolation routines for finite element function spaces. Given ansatz and coordinates of domain, shape functions are calculated symbolically in a very general way to get efficient code. Shape functions can also be given directly and in that case partial derivatives are calculated automatically.

MiniBall.jl4Julia package for a smallest enclosing sphere for points in arbitrary dimensions

IterativeLinearSolvers.jl3Translations of "Templates for the Solution of Linear Systems: Building, Blocks for Iterative Methods" to Julia

NumericalShadow.jl2Numerical shadow library for Julia language

ParallelLinalg.jl1Distributed Dense Linear Algebra for Julia

Accelereval.jl1A Julia framework for accelerated recompiled evaluation.

RungeKuttaFehlberg.jl0A Julia implementation of the RKF45 method for time integration

RK4.jl0
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