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.
| Version: | 0.28 |
| Depends: | R (≥ 3.0.0), methods, utils,registry,rngtools (≥ 1.2.3),cluster |
| Imports: | graphics, stats,stringr (≥ 1.0.0),digest, grid, grDevices,gridBase,colorspace,RColorBrewer,foreach,doParallel,ggplot2,reshape2,Biobase,codetools,BiocManager |
| Suggests: | fastICA,doMPI,bigmemory (≥ 4.2),synchronicity (≥ 1.3.2),corpcor,xtable,devtools,knitr,RUnit |
| Published: | 2024-08-22 |
| DOI: | 10.32614/CRAN.package.NMF |
| Author: | Renaud Gaujoux [aut], Cathal Seoighe [aut], Nicolas Sauwen [cre] |
| Maintainer: | Nicolas Sauwen <nicolas.sauwen at openanalytics.eu> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://renozao.github.io/NMF/ |
| NeedsCompilation: | yes |
| Citation: | NMF citation info |
| Materials: | README,NEWS |
| CRAN checks: | NMF results |