• LAPACK

  • Referenced in 1713 articles [sw00503]
  • problems, and singular value problems. The associated matrix factorizations (LU, Cholesky, QR, SVD, Schur, generalized ... precision. The original goal of the LAPACK project was to make the widely used EISPACK ... reorganizing the algorithms to use block matrix operations, such as matrix multiplication, in the innermost...
  • Expokit

  • Referenced in 200 articles [sw00258]
  • sparse routines consists of matrix-free Krylov subspace projection methods (Arnoldi and Lanczos processes ... symmetric and Hermitian matrices. The computation of matrix exponentials is a numerical issue of critical...
  • MatrixMarket

  • Referenced in 170 articles [sw04020]
  • Dongarra. The Matrix Market is a component of the NIST project on Tools for Evaluation...
  • ROBPCA

  • Referenced in 77 articles [sw11592]
  • eigenvectors of a robust scatter matrix such as the minimum covariance determinant ... data. The second approach is based on projection pursuit and can handle high-dimensional data ... ROBPCA approach, which combines projection pursuit ideas with robust scatter matrix estimation. ROBPCA yields more...
  • ScaLAPACK

  • Referenced in 421 articles [sw00830]
  • eigenvalue problems. The goals of both projects are efficiency, scalability, reliability, portability, flexibility, and ease ... iterative refinement, for LU and Cholesky factorization, matrix inversion, full-rank linear least squares problems...
  • SPGL1

  • Referenced in 199 articles [sw08365]
  • domain. At each iteration, a spectral gradient-projection method approximately minimizes a least-squares problem ... with an explicit one-norm constraint. Only matrix-vector operations are required. The primal-dual...
  • CGAL

  • Referenced in 402 articles [sw00118]
  • mesh generation, numerical methods... More on the projects using CGAL web page. The Computational Geometry ... spatial sorting functions, as well as a matrix search framework and a solver for linear...
  • Tyrolean

  • Referenced in 91 articles [sw07830]
  • matrix interpretation, polynomial interpretation, predictive labeling, recursive SCC, root-labeling, semantic labeling, simple projection...
  • KIOPS

  • Referenced in 14 articles [sw30345]
  • computing a single exponential of a modified matrix. Then our approach is to compute ... using the incomplete orthogonalization procedure and project the matrix exponential on this subspace. We also...
  • Algorithm 919

  • Referenced in 71 articles [sw07350]
  • matrix function by constructing a Krylov subspace using Arnoldi or Lanczos iteration and projecting...
  • FFLAS-FFPACK

  • Referenced in 26 articles [sw00283]
  • algebra package. The FFLAS project has established that exact matrix multiplication over finite fields...
  • HadamardSearch

  • Referenced in 10 articles [sw18675]
  • matrix F1 representing the projection from ... matrix F2 representing the projection from...
  • recog

  • Referenced in 11 articles [sw11138]
  • mostly intended for permutation groups, matrix groups and projective groups...
  • popbio

  • Referenced in 4 articles [sw23539]
  • Matrix Population Models. Construct and analyze projection matrix models from a demography study of marked...
  • MORLAB

  • Referenced in 9 articles [sw25667]
  • based on spectral projection methods, e.g., methods based on the matrix sign function...
  • Jellyfish

  • Referenced in 29 articles [sw12431]
  • examples of problems solvable by Jellyfish include matrix completion problems and least-squares problems regularized ... gamma _2$-norm. Jellyfish implements a projected incremental gradient method with a biased, random ordering ... number of processors. On large-scale matrix completion tasks, Jellyfish is orders of magnitude more...
  • MADM

  • Referenced in 134 articles [sw06484]
  • attributes data of the decision matrix. These methods, which use fuzzy logic to convert ... involved in both design and manufacturing related projects. It is also an ideal study resource...
  • COSMO

  • Referenced in 7 articles [sw40080]
  • system with a constant coefficient matrix and a projection onto convex sets...
  • Perseus

  • Referenced in 31 articles [sw08778]
  • Discrete Morse Homology and the Perseus Software Project. At its core, the computation of homology ... column operations on possibly gigantic matrix representations of boundary operators defined on cell complexes. Discrete ... brief overview of the Perseus software project which implements these methods in order to efficiently...
  • NeNMF

  • Referenced in 34 articles [sw17586]
  • product of two low-rank nonnegative matrix factors. It has been widely applied to signal ... include the multiplicative update rule (MUR), the projected gradient method (PG), the projected nonnegative least ... particular, at each iteration round, the matrix factor is updated by using the PG method...