Symmetric Matrix and Tensor Decomposition

Provides symmetric matrix and tensor operations and decomposition algorithms including symmetric NMF (symNMF), PageRank, Label Propagation, Higher-order Power Method, and TOPHITS. Designed to work with 'rTensor' objects. Methods are described in Kuang et al. (2012) , Kolda and Mayo (2011) , and Kolda and Bader (2006) .


Reference manual

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install.packages("symTensor")

0.1.0 by Koki Tsuyuzaki, 5 months ago


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


Authors: Koki Tsuyuzaki [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports rTensor, methods, stats

Suggests testthat


Imported by hmmTensor.


See at CRAN