NMF: 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.

Package details

AuthorRenaud Gaujoux, Cathal Seoighe
MaintainerNicolas Sauwen <nicolas.sauwen@openanalytics.eu>
LicenseGPL (>= 2)
Version0.26
URL http://renozao.github.io/NMF/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("NMF")

Try the NMF package in your browser

Any scripts or data that you put into this service are public.

NMF documentation built on March 31, 2023, 6:55 p.m.