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
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 ORCID iD [aut, cre], Christoph L. KoesnerORCID iD [aut], Bing Li [aut], Klaus Nordhausen ORCID iD [aut], Hannu Oja [aut], Una Radojicic ORCID iD [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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