
ARPACK
 Referenced in 783 articles
[sw04218]
 most appropriate for large sparse or structured matrices A where structured means that a matrix ... Shifted QR technique that is suitable for large scale problems. For many standard problems...

SparseMatrix
 Referenced in 616 articles
[sw04629]
 Matrix Collection, a large and actively growing set of sparse matrices that arise in real...

Expokit
 Referenced in 173 articles
[sw00258]
 exponential in full, the action of a large sparse matrix exponential on an operand vector ... capable of coping with sparse matrices of large dimension. The software handles real and complex...

MUMPS
 Referenced in 421 articles
[sw04013]
 Solution of large linear systems with symmetric positive definite matrices; general symmetric matrices; general unsymmetric...

PARI/GP
 Referenced in 586 articles
[sw00680]
 large number of other useful functions to compute with mathematical entities such as matrices, power...

svdpack
 Referenced in 60 articles
[sw04819]
 singular value decomposition (SVD) of large sparse matrices using double precision ANSI Fortran ... left and rightsingular vectors) for large sparse matrices. The package has been ported ... need to compute large rank approximations to sparse termdocument matrices from information retrieval applications ... used, for example, to handle extremely large sparse matrices (on the order of a million...

softImpute
 Referenced in 63 articles
[sw12263]
 completed with the current estimate. For large matrices there is a special sparsematrix class ... computing lowrank SVDs on large sparse centered matrices (i.e. principal components...

Eigtool
 Referenced in 476 articles
[sw07020]
 computing pseudospectra of dense and sparse matrices. It also provides a graphical interface to MATLAB ... builtin eigs routine (ARPACK) for largescale eigenvalue computations...

JDQZ
 Referenced in 572 articles
[sw07031]
 matrix pencil Alambda*B. The matrices can be real or complex, Hermitian ... sparse and of large size. The JacobiDavidson method is used to compute a partial...

QETLAB
 Referenced in 53 articles
[sw20493]
 both with full matrices and with large sparse matrices, and makes use of many advanced...

LINPACK
 Referenced in 514 articles
[sw04209]
 singular value decompositions of rectangular matrices and applies them to leastsquares problems. LINPACK uses ... 1970s and early 1980s. LINPACK has been largely superceded by LAPACK, which has been designed...

RTRMC
 Referenced in 33 articles
[sw20435]
 address the numerical problem of recovering large matrices of low rank when most...

PROPACK
 Referenced in 100 articles
[sw04019]
 singular value decomposition of large and sparse or structured matrices. The SVD routines are based...

QMRPACK
 Referenced in 77 articles
[sw00754]
 obtain approximate eigenvalues of large nonHermitian matrices. QMRPACK is a software package with Fortran...

HOMPACK90
 Referenced in 45 articles
[sw00412]
 separate routines for dense and sparse Jacobian matrices. A high level driver for the special ... iterative algorithms for large sparse Jacobian matrices...

SparseM
 Referenced in 22 articles
[sw10534]
 squares methods for problems with sparse design matrices. Significant performance improvements in memory utilization ... speed are possible for applications involving large sparse matrices...

CIRR
 Referenced in 32 articles
[sw12618]
 generalized eigenvalue problems. When the matrices are very large, iterative methods are used to generate...

PHSVDS
 Referenced in 11 articles
[sw13690]
 accurately computing singular triplets of large matrices. The computation of a few singular triplets ... large, sparse matrices is a challenging task, especially when the smallest magnitude singular values...

ParMETIS
 Referenced in 128 articles
[sw04697]
 computing fillreducing orderings of sparse matrices. ParMETIS extends the functionality provided by METIS ... especially suited for parallel AMR computations and large scale numerical simulations. The algorithms implemented...