CRAN/E | nnTensor

nnTensor

Non-Negative Tensor Decomposition

Installation

About

Some functions for performing non-negative matrix factorization, non-negative CANDECOMP/PARAFAC (CP) decomposition, non-negative Tucker decomposition, and generating toy model data. See Andrzej Cichock et al (2009) and the reference section of GitHub README.md , for details of the methods.

github.com/rikenbit/nnTensor

Key Metrics

Version 1.3.0
R ≥ 3.4.0
Published 2024-05-13 147 days ago
Needs compilation? no
License MIT
License File
CRAN checks nnTensor results

Downloads

Yesterday 17 0%
Last 7 days 144 -38%
Last 30 days 710 -12%
Last 90 days 2.157 +17%
Last 365 days 7.855 +30%

Maintainer

Maintainer

Koki Tsuyuzaki

[email protected]

Authors

Koki Tsuyuzaki

aut / cre

Itoshi Nikaido

aut

Material

NEWS
Reference manual
Package source

Vignettes

1. Non-negative Matrix Factorization ('NMF' and 'NMTF')
2. Simultaneous Non-negative Matrix Factorization ('siNMF' and 'jNMF')
3. Non-negative Tensor Factorization ('NTF' and 'NTD')
4. Cross-validation by mask matrix/tensor ('kFoldMaskTensor')

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

nnTensor archive

Depends

R ≥ 3.4.0

Imports

methods
MASS
fields
rTensor
plot3D
tagcloud
ggplot2

Suggests

knitr
rmarkdown
testthat
dplyr

Reverse Imports

dcTensor
mwTensor
scTensor
scTGIF

Reverse Suggests

ccTensor
iTensor