mwTensor: Multi-Way Component Analysis

For single tensor data, any matrix factorization method can be specified the matricised tensor in each dimension by Multi-way Component Analysis (MWCA). An originally extended MWCA is also implemented to specify and decompose multiple matrices and tensors simultaneously (CoupledMWCA). See the reference section of GitHub README.md <https://github.com/rikenbit/mwTensor>, for details of the methods.

Version: 1.1.0
Depends: R (≥ 4.1.0)
Imports: methods, MASS, rTensor, nnTensor, ccTensor, iTensor, igraph
Suggests: testthat
Published: 2023-07-06
Author: Koki Tsuyuzaki [aut, cre]
Maintainer: Koki Tsuyuzaki <k.t.the-answer at hotmail.co.jp>
License: MIT + file LICENSE
URL: https://github.com/rikenbit/mwTensor
NeedsCompilation: no
Materials: NEWS
CRAN checks: mwTensor results

Documentation:

Reference manual: mwTensor.pdf

Downloads:

Package source: mwTensor_1.1.0.tar.gz
Windows binaries: r-devel: mwTensor_1.1.0.zip, r-release: mwTensor_1.1.0.zip, r-oldrel: mwTensor_1.1.0.zip
macOS binaries: r-release (arm64): mwTensor_1.1.0.tgz, r-oldrel (arm64): mwTensor_1.1.0.tgz, r-release (x86_64): mwTensor_1.1.0.tgz
Old sources: mwTensor archive

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