
MFEM
 Referenced in 56 articles
[sw09043]
 corresponding linear algebra vectors and sparse matrices. In order to facilitate this, MFEM uses compressed...

softImpute
 Referenced in 74 articles
[sw12263]
 current estimate. For large matrices there is a special sparsematrix class named ”Incomplete” that ... computing lowrank SVDs on large sparse centered matrices (i.e. principal components...

JDQZ
 Referenced in 600 articles
[sw07031]
 matrix pencil Alambda*B. The matrices can be real or complex, Hermitian ... especially in case A and B are sparse and of large size. The JacobiDavidson...

PROPACK
 Referenced in 109 articles
[sw04019]
 value decomposition of large and sparse or structured matrices. The SVD routines are based...

CUSP
 Referenced in 43 articles
[sw07563]
 flexible, highlevel interface for manipulating sparse matrices and solving sparse linear systems. Get Started...

HOMPACK90
 Referenced in 47 articles
[sw00412]
 separate routines for dense and sparse Jacobian matrices. A high level driver for the special ... modules, new end games, support for several sparse matrix data structures ... iterative algorithms for large sparse Jacobian matrices...

CUSPARSE
 Referenced in 47 articles
[sw07887]
 linear algebra subroutines used for handling sparse matrices. It is implemented ... Level 1: operations between a vector in sparse format and a vector in dense format...

symrcm
 Referenced in 385 articles
[sw08566]
 symrcm: Sparse reverse CuthillMcKee ordering. r = symrcm(S) returns the symmetric reverse CuthillMcKee ... preordering for LU or Cholesky factorization of matrices that come from long, skinny problems ... nonsymmetric S. For a real, symmetric sparse matrix, S, the eigenvalues...

iRRAM
 Referenced in 42 articles
[sw08769]
 functions to linear algebra even with sparse matrices. We discuss the concepts and some highlights...

SuiteSparse
 Referenced in 38 articles
[sw04628]
 large and actively growing set of sparse matrices that arise in real applications. The Collection ... development and performance evaluation of sparse matrix algorithms. It allows for robust and repeatable experiments ... robust because performance results with artificiallygenerated matrices can be misleading, and repeatable because matrices...

NSPCG
 Referenced in 35 articles
[sw00636]
 procedures. It is designed to solve large sparse systems of linear algebraic equations ... research on iterative methods for nonsymmetric matrices. Another purpose for the development of the package ... matrix data storage schemes. These sparse data formats allow matrices with a wide range ... number of diagonals to completely unstructured sparse matrices. Alternatively, the package allows the user...

BILUTM
 Referenced in 40 articles
[sw07243]
 multilevel block ILUT preconditioner for general sparse matrices The purpose of this paper...

COLAMD
 Referenced in 32 articles
[sw00145]
 compute approximate minimum degree orderings for sparse matrices in two contexts: (1) sparse partial pivoting ... also suitable for sparse QR factorization, and the factorization of matrices of the form...

SparseM
 Referenced in 23 articles
[sw10534]
 functionality for linear algebra with sparse matrices. Use of the package is illustrated ... least squares methods for problems with sparse design matrices. Significant performance improvements in memory utilization ... possible for applications involving large sparse matrices...

Homology
 Referenced in 30 articles
[sw04871]
 Form of the boundary matrices which, in general, are sparse. First, the authors provide ... Smith Normal Form of sparse matrices and compare their running times for actual boundary matrices...

TAUCS
 Referenced in 32 articles
[sw04014]
 file systems. OutofCore Sparse LU with Partial Pivoting Factor and Solve. Can solve ... fill ordering of treestructured matrices. All of these are symmetric orderings. Matrix Operations. Matrix ... Input/Output. Routines to read and write sparse matrices using a simple file format with...

WSMP
 Referenced in 48 articles
[sw06749]
 serial and parallel sparse linear solver. Watson Sparse Matrix Package (WSMP) is a collection ... systems of linear equations whose coefficient matrices are sparse. This highperformance, robust, and easy...

SelInv
 Referenced in 30 articles
[sw13937]
 SelInv on a collection of sparse matrices of various sizes and nonzero structures. We also...

ITPACK
 Referenced in 47 articles
[sw00459]
 systems of linear algebraic equations with sparse coefficient matrices. The emphasis is on linear systems...

OSKI
 Referenced in 26 articles
[sw07006]
 provide automatically tuned computational kernels on sparse matrices, for use in solver libraries and applications ... BLASstyle interface, providing basic kernels like sparse matrixvector multiply and sparse triangular solve...