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.


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install.packages("mwTensor")

0.99.5 by Koki Tsuyuzaki, 2 months ago


https://github.com/rikenbit/mwTensor


Browse source code at https://github.com/cran/mwTensor


Authors: Koki Tsuyuzaki [aut, cre]


Documentation:   PDF Manual  


Artistic-2.0 license


Imports methods, MASS, rTensor, nnTensor, ccTensor, ica, igraph

Suggests testthat


See at CRAN