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tensorBSS  

Blind Source Separation Methods for Tensor-Valued Observations
View on CRAN: Click here


Download and install tensorBSS package within the R console
Install from CRAN:
install.packages("tensorBSS")

Install from Github:
library("remotes")
install_github("cran/tensorBSS")

Install by package version:
library("remotes")
install_version("tensorBSS", "0.3.9")



Attach the package and use:
library("tensorBSS")
Maintained by
Joni Virta
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-19
Latest Update: 2024-09-12
Description:
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'.
How to cite:
Joni Virta (2016). tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations. R package version 0.3.9, https://cran.r-project.org/web/packages/tensorBSS. Accessed 06 Jun. 2026.
Previous versions and publish date:
0.1 (2016-04-19 00:56), 0.2 (2016-08-25 10:16), 0.3.1 (2017-08-22 13:22), 0.3.3 (2017-10-06 09:50), 0.3.4 (2018-03-01 17:32), 0.3.5 (2019-03-21 10:00), 0.3.6 (2020-02-27 16:50), 0.3.7 (2020-11-19 09:20), 0.3.8 (2021-06-02 08:20), 0.3 (2017-05-18 17:05)
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Complete documentation for tensorBSS
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