Other packages > Find by keyword >

rnnmf  

Regularized Non-Negative Matrix Factorization
View on CRAN: Click here


Download and install rnnmf package within the R console
Install from CRAN:
install.packages("rnnmf")

Install from Github:
library("remotes")
install_github("cran/rnnmf")

Install by package version:
library("remotes")
install_version("rnnmf", "0.3.0")



Attach the package and use:
library("rnnmf")
Maintained by
Steven E. Pav
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-04
Latest Update: 2024-11-04
Description:
A proof of concept implementation of regularized non-negative matrix factorization optimization. A non-negative matrix factorization factors non-negative matrix Y approximately as L R, for non-negative matrices L and R of reduced rank. This package supports such factorizations with weighted objective and regularization penalties. Allowable regularization penalties include L1 and L2 penalties on L and R, as well as non-orthogonality penalties. This package provides multiplicative update algorithms, which are a modification of the algorithm of Lee and Seung (2001) <http://papers.nips.cc/paper/1861-algorithms-for-non-negative-matrix-factorization.pdf>, as well as an additive update derived from that multiplicative update.See also Pav (2004) <doi:10.48550/arXiv.2410.22698>.
How to cite:
Steven E. Pav (2024). rnnmf: Regularized Non-Negative Matrix Factorization. R package version 0.3.0, https://cran.r-project.org/web/packages/rnnmf. Accessed 29 Jul. 2026.
Previous versions and publish date:
(2026-07-15 01:10), 0.3.0 (2024-11-04 11:40)
Other packages that cited rnnmf R package
View rnnmf citation profile
Other R packages that rnnmf depends, imports, suggests or enhances
Complete documentation for rnnmf
Functions, R codes and Examples using the rnnmf R package
Full rnnmf package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  
RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA