• NeNMF

  • Referenced in 30 articles [sw17586]
  • optimal gradient method for non-negative matrix factorization. Nonnegative matrix factorization (NMF) is a powerful ... product of two low-rank nonnegative matrix factors. It has been widely applied to signal ... projected gradient method (PG), the projected nonnegative least squares (PNLS), and the active set method ... factor with another fixed. In particular, at each iteration round, the matrix factor is updated...
  • LowRankModels

  • Referenced in 24 articles [sw27002]
  • analysis (PCA), matrix completion, robust PCA, nonnegative matrix factorization, k-means, and many more...
  • Pyglrm

  • Referenced in 23 articles [sw27003]
  • analysis (PCA), matrix completion, robust PCA, nonnegative matrix factorization, k-means, and many more...
  • SymNMF

  • Referenced in 10 articles [sw12668]
  • similarity matrix for graph clustering. Nonnegative matrix factorization (NMF) provides a lower rank approximation ... matrix by a product of two nonnegative factors. NMF has been shown to produce clustering ... takes a data matrix as an input, SymNMF takes a nonnegative similarity matrix...
  • NMF

  • Referenced in 8 articles [sw08143]
  • package NMF: Algorithms and framework for Nonnegative Matrix Factorization (NMF). This package provides a framework...
  • HierNMF2

  • Referenced in 4 articles [sw34622]
  • Hierarchical rank-2 nonnegative matrix factorization (HierNMF2) is an unsupervised algorithm for large-scale document ... Kuang, Haesun Park, Fast rank-2 nonnegative matrix factorization for hierarchical document clustering...
  • SmallK

  • Referenced in 2 articles [sw21816]
  • rank matrix approximation via the nonnegative matrix factorization (NMF). NMF is a constrained low rank ... where a matrix is approximated by a product of two nonnegative factors. The role...
  • NIMFA

  • Referenced in 1 article [sw14437]
  • NIMFA : A Python Library for Nonnegative Matrix Factorization. NIMFA is an open-source Python library ... that provides a unified interface to nonnegative matrix factorization algorithms. It includes implementations of state...
  • libNMF

  • Referenced in 1 article [sw19580]
  • LIBNMF -- A library for nonnegative matrix factorization. We present libNMF -- a computationally efficient high performance ... library for computing nonnegative matrix factorizations (NMF) written in C. Various algorithms and algorithmic variants...
  • FSCNMF

  • Referenced in 1 article [sw32347]
  • Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks. Analysis and visualization ... this paper, we propose a nonnegative matrix factorization based optimization framework, namely FSCNMF which considers...
  • DistStat.jl

  • Referenced in 1 article [sw36529]
  • provide applications to large-scale nonnegative matrix factorization, multidimensional scaling, and ℓ1-regularized Cox proportional...
  • FACPACK

  • Referenced in 1 article [sw27898]
  • software for the computation of nonnegative multi-component factorisations and for the numerical approximation ... reduction of the AFS by factor-locking and by the complementarity theory are included ... file which contains the spectral data matrix D whose rows are formed by a series...
  • ATLAS

  • Referenced in 197 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • BARON

  • Referenced in 311 articles [sw00066]
  • BARON is a computational system for solving nonconvex...
  • cdd

  • Referenced in 110 articles [sw00114]
  • The program cdd+ (cdd, respectively) is a C...
  • CoCoA

  • Referenced in 621 articles [sw00143]
  • CoCoA is a system for Computations in Commutative...
  • CSDP

  • Referenced in 197 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • EIGIFP

  • Referenced in 40 articles [sw00235]
  • eigifp is a MATLAB program for computing a...
  • gmp

  • Referenced in 265 articles [sw00363]
  • GMP is a free library for arbitrary precision...
  • L2CXFT

  • Referenced in 9 articles [sw00498]
  • A Fortran subroutine applies the method of {\itI...