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PTAk  

Principal Tensor Analysis on k Modes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PTAk", "2.0.0")



Attach the package and use:
library("PTAk")
Maintained by
Didier G. Leibovici
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2001-04-19
Latest Update: 2023-03-25
Description:
A multiway method to decompose a tensor (array) of any order, as a generalisation of SVD also supporting non-identity metrics and penalisations. 2-way SVD with these extensions is also available. The package includes also some other multiway methods: PCAn (Tucker-n) and PARAFAC/CANDECOMP with these extensions.
How to cite:
Didier G. Leibovici (2001). PTAk: Principal Tensor Analysis on k Modes. R package version 2.0.0, https://cran.r-project.org/web/packages/PTAk. Accessed 16 Mar. 2025.
Previous versions and publish date:
1.1-1 (2001-04-19 18:18), 1.1-2 (2001-04-25 21:56), 1.1-4 (2001-06-07 13:33), 1.1-5 (2002-05-12 10:53), 1.1-6 (2002-05-13 12:23), 1.1-7 (2003-06-07 06:52), 1.1-8 (2003-11-26 11:25), 1.1-9 (2004-02-04 09:44), 1.1-10 (2004-06-15 19:17), 1.1-11 (2005-03-26 22:44), 1.1-12 (2005-05-18 17:03), 1.1-13 (2006-02-03 09:02), 1.1-14 (2007-03-03 11:19), 1.1-15 (2007-03-07 14:39), 1.1-16 (2007-09-21 17:17), 1.1-17 (2008-05-02 10:59), 1.1-18 (2009-02-03 21:02), 1.1-20 (2009-02-17 10:39), 1.1-22 (2009-08-26 15:43), 1.2-0 (2009-10-07 09:48), 1.2-2 (2010-05-17 10:59), 1.2-3 (2010-08-01 18:52), 1.2-4 (2011-03-26 16:43), 1.2-5 (2012-03-08 16:09), 1.2-6 (2013-09-24 11:50), 1.2-9 (2014-08-17 17:44), 1.2-12 (2015-07-20 18:08), 1.3-34 (2019-02-06 17:13), 1.4-0 (2021-10-06 21:40)
Other packages that cited PTAk R package
View PTAk citation profile
Other R packages that PTAk depends, imports, suggests or enhances
Complete documentation for PTAk
Functions, R codes and Examples using the PTAk R package
Some associated functions: APSOLU3 . APSOLUk . CANDPARA . CONTRACTION . COS2CTR.PTAk . CauRuimet . FCA2 . FCAk . FCAmet . INITIA . PCAn . PROJOT . PTA3 . PTAk-internal . PTAk . REBUILD . SINGVA . SVDgen . TENSELE . datasets . howtoPTAk . plot.PTAk . preprocessings . summary.PTAk . 
Some associated R codes: PTAk.R .  Full PTAk package functions and examples
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