Numerical Linear Algebra Packages

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

RandomizedPreconditioners.jl33

BSplines.jl21A Julia package for working with Bsplines

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

ArnoldiMethod.jl72Implicitly Restarted Arnoldi Method, natively in Julia

TaylorModels.jl58Rigorous function approximation using Taylor models in Julia

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.

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

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

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

GenericSVD.jl41Singular Value Decomposition for generic number types

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

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.

Elemental.jl69Julia interface to the Elemental linear algebra library.

TetGen.jl33Julia's TetGen wrapper

SpecialMatrices.jl38Julia package for working with special matrix types.

NumericFunctors.jl13Math functions and functors for numerical computations

NumericFuns.jl13Math functions and functors for numerical computations

RK4.jl0

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

Accelereval.jl1A Julia framework for accelerated recompiled evaluation.

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

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

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

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

NumericExtensions.jl56Julia extensions to provide high performance computational support

ParallelLinalg.jl1Distributed Dense Linear Algebra for Julia

NumericalShadow.jl2Numerical shadow library for Julia language
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