nmfem: NMF-EM Algorithm

Provides a version of the Expectation-Maximization algorithm for mix-models, reducing the numbers of parameters to estimate using Non-negative Matrix Factorization methods. For more explanations, see pre-print of Carel and Alquier (2017) <arXiv:1709.03346>.

Version: 1.0.0
Depends: R (≥ 2.10.0)
Imports: plyr, dplyr, d3heatmap, mixtools, tidyr
Suggests: knitr, testthat, rmarkdown
Published: 2017-11-17
Author: Lena Carel [aut, cre]
Maintainer: Lena Carel <lena.carel at gmail.com>
License: GPL-3
NeedsCompilation: no
Citation: nmfem citation info
CRAN checks: nmfem results

Downloads:

Reference manual: nmfem.pdf
Vignettes: NMFEM_for_travelers
Package source: nmfem_1.0.0.tar.gz
Windows binaries: r-devel: nmfem_1.0.0.zip, r-release: nmfem_1.0.0.zip, r-oldrel: nmfem_1.0.0.zip
OS X El Capitan binaries: r-release: nmfem_1.0.0.tgz
OS X Mavericks binaries: r-oldrel: nmfem_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=nmfem to link to this page.