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symTensor  

Symmetric Matrix and Tensor Decomposition
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("symTensor", "0.1.0")



Attach the package and use:
library("symTensor")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-14
Latest Update: 2026-05-14
Description:
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) <doi:10.1137/1.9781611972825.10>, Kolda and Mayo (2011) <doi:10.1137/100801482>, and Kolda and Bader (2006) <doi:10.1137/1.9781611972764.26>.
How to cite:
Koki Tsuyuzaki (2026). symTensor: Symmetric Matrix and Tensor Decomposition. R package version 0.1.0, https://cran.r-project.org/web/packages/symTensor. Accessed 18 Sep. 2026.
Previous versions and publish date:
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Complete documentation for symTensor
Functions, R codes and Examples using the symTensor R package
Full symTensor package functions and examples
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