PTAk: Principal Tensor Analysis on k Modes

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.

Getting started

Package details

AuthorLeibovici & Sabatier (1998) <doi:10.1016/S0024-3795(97)81516-9>, Didier G. Leibovici (2010)<doi:10.18637/jss.v034.i10>
MaintainerDidier G. Leibovici <[email protected]>
LicenseGPL (>= 2)
Version1.3-34
URL http://c3s2i.free.fr/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PTAk")

Try the PTAk package in your browser

Any scripts or data that you put into this service are public.

PTAk documentation built on Feb. 6, 2019, 5:05 p.m.