Non-Negative Tensor Decomposition

Some functions for performing non-negative matrix factorization, non-negative CANDECOMP/PARAFAC (CP) decomposition, non-negative Tucker decomposition, and generating toy model data. See Andrzej Cichock et al (2009) and the reference section of GitHub README.md < https://github.com/rikenbit/nnTensor>, for details of the methods.


News

VERSION 0.99.4

o set.seeds argument is added in toyModel

VERSION 0.99.3

o Date fields in DESCRIPTION

VERSION 0.99.2

o Reconstuction Error and relative change of the error are reterned by NMF, NTF, and NTD o toyModel returns integar random tensor

VERSION 0.99.1

o Revised o DESCRIPTION is fixed o No intermediate files are saved, unless viz=FALSE (Default) is changed as viz=TRUE

VERSION 0.99.0

o Package released

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("nnTensor")

0.99.4 by Koki Tsuyuzaki, 5 months ago


https://github.com/rikenbit/nnTensor


Browse source code at https://github.com/cran/nnTensor


Authors: Koki Tsuyuzaki , Manabu Ishii , Itoshi Nikaido


Documentation:   PDF Manual  


Artistic-2.0 license


Imports methods, fields, rTensor, plot3D, tagcloud

Suggests testthat


See at CRAN