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 1.2.0
R ≥ 3.4.0
Published 2023-06-22 312 days ago
Needs compilation? no
License MIT
License File
CRAN checks nnTensor results

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Maintainer

Maintainer

Koki Tsuyuzaki

k.t.the-answer@hotmail.co.jp

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