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 <>, 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
DOI: 10.32614/CRAN.package.mwTensor
Author: Koki Tsuyuzaki [aut, cre]
Maintainer: Koki Tsuyuzaki <k.t.the-answer at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: NEWS
CRAN checks: mwTensor results


Reference manual: mwTensor.pdf


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


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