
Aztec
 Referenced in 83 articles
[sw12817]
 algorithms for the iterative solution of large sparse linear systems arising in scientific and engineering ... iterative solvers, preconditioners and matrixvector multiplication routines. Users are not required to provide their ... solvers can run efficiently. If the input matrix is suitably partitioned, the efficiency ... within domains). Aztec supports two different sparse matrix notations: a) a pointentry modified sparse...

PMA
 Referenced in 102 articles
[sw19126]
 Performs Penalized Multivariate Analysis: a penalized matrix decomposition, sparse principal components analysis, and sparse canonical ... Hastie (2009) A penalized matrix decomposition, with applications to sparse principal components and canonical correlation...

LIPSOL
 Referenced in 80 articles
[sw04712]
 large problems. It utilizes Matlab’s sparsematrix datastructure and Application Program Interface facility ... existing, efficient Fortran codes for solving large, sparse, symmetric positive deﬁnite linear systems. Specifically, LIPSOL...

LMaFit
 Referenced in 59 articles
[sw12221]
 following problems: Matrix Complete (MC), Sparse Matrix Separation (SMS), Matrix Compressive Sensing...

fields
 Referenced in 47 articles
[sw08187]
 package also contains an implementation of sparse matrix methods for large spatial data sets ... currently requires the sparse matrix (spam) package. But spam is not required for the standard...

softImpute
 Referenced in 58 articles
[sw12263]
 large matrices there is a special sparsematrix class named ”Incomplete” that efficiently handles ... computing lowrank SVDs on large sparse centered matrices (i.e. principal components...

HOMPACK90
 Referenced in 45 articles
[sw00412]
 based, normal flow, quasiNewton augmented Jacobian matrix – are provided for tracking homotopy zero curves ... well as separate routines for dense and sparse Jacobian matrices. A high level driver ... games, support for several sparse matrix data structures, and new iterative algorithms for large sparse...

WSMP
 Referenced in 47 articles
[sw06749]
 parallel sparse linear solver. Watson Sparse Matrix Package (WSMP) is a collection of algorithms ... linear equations whose coefficient matrices are sparse. This highperformance, robust, and easy...

PLCP
 Referenced in 201 articles
[sw04795]
 matrix A may be either full or sparse; computations are made accordingly. This...

JDQR
 Referenced in 475 articles
[sw04021]
 associated eigenvectors of a matrix A. The matrix can be real or complex, Hermitian ... effective especially in case A is sparse and of large size. The JacobiDavidson method...

PSPARSLIB
 Referenced in 33 articles
[sw01455]
 iterative solution module for a parallel sparse matrix library (PSPARSLIP) The authors develop ... portable FORTRAN routine for sparse matrix computation. It emphasizes iterative techniques...

spam
 Referenced in 27 articles
[sw07965]
 package spam: SPArse Matrix: Set of functions for sparse matrix algebra. Differences with SparseM/Matrix ... only support (essentially) one sparse matrix format, (2) based on transparent and simple structure...

CUSPARSE
 Referenced in 39 articles
[sw07887]
 format; Level 2: operations between a matrix in sparse format and a vector in dense ... format; Level 3: operations between a matrix in sparse format and a set of vectors ... usually be viewed as a dense tall matrix); Conversion: operations that allow conversion between different...

CUSP
 Referenced in 40 articles
[sw07563]
 CUSP : A C++ Templated Sparse Matrix Library. Cusp is a library for sparse linear algebra...

JDQZ
 Referenced in 565 articles
[sw07031]
 together with the associated eigenvectors of a matrix pencil Alambda*B. The matrices ... especially in case A and B are sparse and of large size. The JacobiDavidson...

TensorToolbox
 Referenced in 129 articles
[sw04185]
 itself may be dense, sparse, or factored) and a matrix along each mode...

TNPACK
 Referenced in 39 articles
[sw00970]
 Cholesky factorization based on the Yale Sparse Matrix Package. In this paper we briefly describe...

MAD
 Referenced in 25 articles
[sw12534]
 derivatives, we may utilize MATLAB’s sparse matrix class to propagate sparse directional derivatives...

IR Tools
 Referenced in 25 articles
[sw26721]
 matrix to be available as a (sparse) matrix, a function handle, or an object...

MESS
 Referenced in 20 articles
[sw14886]
 Matrix Equation Sparse Solvers (MESS): A MATLAB Toolbox for the Solution of Sparse LargeScale ... Matrix Equations. MESS is the successor to the LyaPack Toolbox for MATLAB ... intended for solving large sparse matrix equations. The new version has been rewriten in large...