tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations (original) (raw)
Contains several utility functions for manipulating tensor-valued data (centering, multiplication from a single mode etc.) and the implementations of the following blind source separation methods for tensor-valued data: 'tPCA', 'tFOBI', 'tJADE', k-tJADE', 'tgFOBI', 'tgJADE', 'tSOBI', 'tNSS.SD', 'tNSS.JD', 'tNSS.TD.JD', 'tPP' and 'tTUCKER'.
Version: | 0.3.9 |
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Depends: | JADE, R (≥ 2.10), fICA |
Imports: | Rcpp (≥ 0.12.3), tensor, tsBSS, ICtest, ggplot2, abind |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | stochvol |
Published: | 2024-09-12 |
DOI: | 10.32614/CRAN.package.tensorBSS |
Author: | Joni Virta [aut, cre], Christoph L. Koesner [aut], Bing Li [aut], Klaus Nordhausen [aut], Hannu Oja [aut], Una Radojicic [aut] |
Maintainer: | Joni Virta <joni.virta at outlook.com> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
Materials: | |
CRAN checks: | tensorBSS results |
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