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.

Install the latest version of this package by entering the following in R:
install.packages("PTAk")
AuthorDidier G. Leibovici <didier.leibovici@nottingham.ac.uk>
Date of publication2015-07-20 18:08:50
MaintainerDidier G. Leibovici <c3s2i@free.fr>
LicenseGPL (>= 2)
Version1.2-12
http://c3s2i.free.fr/

View on CRAN

Functions

APSOLU3 Man page
APSOLUk Man page
CANDPARA Man page
CauRuimet Man page
CONTRACTION Man page
CONTRACTION.list Man page
COS2 Man page
crimerate Man page
CTR Man page
Detren Man page
FCA2 Man page
FCAk Man page
FCAmet Man page
Ginv Man page
howtoPTAk Man page
INITIA Man page
IterMV Man page
Multcent Man page
PCAn Man page
plot.PTAk Man page
Powmat Man page
PPMA Man page
preprocessings Man page
PROJOT Man page
PTA3 Man page
PTAk Man page
RaoProd Man page
REBUILD Man page
REBUILDPCAn Man page
RESUM Man page
RiskJackplot Man page
SINGVA Man page
summary.FCAk Man page
summary.PTAk Man page
Susan1D Man page
SVDgen Man page
svdsmooth Man page
TENSELE Man page
timage12 Man page
toplist Man page
Zone_climTUN Man page

Files

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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