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: |
0.5.06 |
| Depends: |
R (≥ 2.10), methods, stats, graphics |
| Imports: |
methods, stats, graphics |
| Suggests: |
Biobase, RColorBrewer, fastICA, bigmemory, doMC, synchronicity, corpcor, xtable, parallel |
| Enhances: |
Biobase |
| Published: |
2011-12-09 |
| Author: |
Renaud Gaujoux |
| Maintainer: |
Renaud Gaujoux <renaud at cbio.uct.ac.za> |
| License: |
GPL (≥ 2) |
| URL: |
http://nmf.r-forge.r-project.org |
| Citation: |
NMF citation info |
| CRAN checks: |
NMF results |