This package provides a framework to perform Non-negative
Matrix Factorization (NMF). It 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.
| Version: |
0.17 |
| Depends: |
R (≥ 2.15.2), methods, utils, stats, pkgmaker (≥ 0.16), rngtools, registry, digest, grid |
| Imports: |
graphics, rngtools, stringr, grDevices, gridBase, colorspace, RColorBrewer, iterators, foreach, doParallel |
| Suggests: |
RcppOctave (≥ 0.8.12), Biobase, fastICA, doMPI, bigmemory (≥ 4.2), synchronicity, corpcor, xtable, devtools, knitr, RUnit, mail |
| Enhances: |
Biobase |
| Published: |
2013-05-15 |
| Author: |
Renaud Gaujoux, Cathal Seoighe |
| Maintainer: |
Renaud Gaujoux <renaud at mancala.cbio.uct.ac.za> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
http://nmf.r-forge.r-project.org |
| NeedsCompilation: |
yes |
| Citation: |
NMF citation info |
| CRAN checks: |
NMF results |