• 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 matrix-vector 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 point-entry 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 sparse-matrix data-structure 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 sparse-matrix class named ”Incomplete” that efficiently handles ... computing low-rank SVDs on large sparse centered matrices (i.e. principal components...
  • HOMPACK90

  • Referenced in 45 articles [sw00412]
  • based, normal flow, quasi-Newton 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 high-performance, 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 Jacobi-Davidson method...
  • P-SPARSLIB

  • Referenced in 33 articles [sw01455]
  • iterative solution module for a parallel sparse matrix library (P-SPARSLIP) 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 A-lambda*B. The matrices ... especially in case A and B are sparse and of large size. The Jacobi-Davidson...
  • 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 Large-Scale ... 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...