NMF (0.21.0)

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Algorithms and Framework for Nonnegative Matrix Factorization (NMF).


Provides a framework to perform Non-negative Matrix Factorization (NMF). The package implements a set of already published algorithms and seeding methods, and provides a framework to test, develop and plug new/custom algorithms. Most of the built-in algorithms have been optimized in C++, and the main interface function provides an easy way of performing parallel computations on multicore machines.

Maintainer: Nicolas Sauwen
Author(s): Renaud Gaujoux, Cathal Seoighe

License: GPL (>= 2)

Uses: cluster, colorspace, digest, doParallel, foreach, ggplot2, gridBase, pkgmaker, RColorBrewer, registry, reshape2, rngtools, stringr, RUnit, corpcor, fastICA, xtable, bigmemory, bibtex, doMPI, devtools, mail, knitr
Reverse depends: InterSIM, IntNMF
Reverse suggests: butcher, COMMUNAL, crassmat, dendextend, dimRed, igraph, iTOP, PAC, polymapR, recipes

Released almost 2 years ago.

24 previous versions



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