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mwTensor  

Multi-Way Component Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mwTensor", "1.1.0")



Attach the package and use:
library("mwTensor")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
First Published: 2021-09-22
Latest Update: 2023-07-06
Description:
For single tensor data, any matrix factorization method can be specified the matricised tensor in each dimension by Multi-way Component Analysis (MWCA). An originally extended MWCA is also implemented to specify and decompose multiple matrices and tensors simultaneously (CoupledMWCA). See the reference section of GitHub README.md , for details of the methods.
How to cite:
Koki Tsuyuzaki (2021). mwTensor: Multi-Way Component Analysis. R package version 1.1.0, https://cran.r-project.org/web/packages/mwTensor. Accessed 17 Mar. 2025.
Previous versions and publish date:
0.99.1 (2021-09-22 17:00), 0.99.2 (2021-10-03 10:40), 0.99.5 (2021-10-12 10:00), 0.99.6 (2022-06-15 08:20), 1.0.0 (2023-01-12 11:00), 1.0.1 (2023-01-13 14:30)
Other packages that cited mwTensor R package
View mwTensor citation profile
Other R packages that mwTensor depends, imports, suggests or enhances
Complete documentation for mwTensor
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