ccTensor-package {ccTensor} | R Documentation |
CUR/CX decomposition factorizes a matrix into two factor matrices and Multidimensional CX Decomposition factorizes a tensor into a core tensor and some factor matrices. See the reference section of GitHub README.md <https://github.com/rikenbit/ccTensor>, for details of the methods.
The DESCRIPTION file:
Package: | ccTensor |
Type: | Package |
Title: | CUR/CX Tensor Decomposition |
Version: | 1.0.2 |
Date: | 2021-08-02 |
Authors@R: | c(person("Koki", "Tsuyuzaki", role = c("aut", "cre"), email = "k.t.the-answer@hotmail.co.jp"), person("Itoshi", "Nikaido", role = "aut")) |
Depends: | R (>= 4.1.0) |
Imports: | methods, fields, MASS, igraph, rTensor |
Suggests: | testthat, nnTensor |
Description: | CUR/CX decomposition factorizes a matrix into two factor matrices and Multidimensional CX Decomposition factorizes a tensor into a core tensor and some factor matrices. See the reference section of GitHub README.md <https://github.com/rikenbit/ccTensor>, for details of the methods. |
License: | Artistic-2.0 |
URL: | https://github.com/rikenbit/ccTensor |
Author: | Koki Tsuyuzaki [aut, cre], Itoshi Nikaido [aut] |
Maintainer: | Koki Tsuyuzaki <k.t.the-answer@hotmail.co.jp> |
Index of help topics:
ccTensor-package CUR/CX Tensor Decomposition CUR CUR Matrix Decomposition CX CX Matrix Decomposition MultiCX MultiCX Tensor Decomposition
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Maintainer: NA
Michael W. Mahoney, et. al., (2009). CUR matrix decompositions for improved data analysis. PNAS
Petros Drineas et.al., (2008). Relative-error CUR Matrix Decompositions. SIAM J. Matrix Anal. Appl.
Maria F. K. B. et. al. (2019). Multidimensional CX Decomposition of Tensors. WCNPS
ls("package:ccTensor")