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mwTensor
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]
[Scholar Profile | Author Map]
All associated links for this package
https://github.com/rikenbit/mwTensor . 10.32614/CRAN.package.mwTensor . https://github.com/rikenbit/mwTensor . mwTensor results . mwTensor.pdf . mwTensor_1.1.0.tar.gz . mwTensor_1.1.0.zip . mwTensor_1.1.0.zip . mwTensor_1.1.0.zip . mwTensor_1.1.0.tgz . mwTensor_1.1.0.tgz . mwTensor_1.1.0.tgz . mwTensor_1.1.0.tgz . mwTensor_1.1.0.tgz . mwTensor_1.1.0.tgz . mwTensor archive . https://CRAN.R-project.org/package=mwTensor .
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 14 Mar. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for mwTensor
Functions, R codes and Examples using
the mwTensor R package
Some associated functions: CoupledMWCA . CoupledMWCAParams-class . CoupledMWCAResult-class . MWCA . MWCAParams-class . MWCAResult-class . defaultCoupledMWCAParams . defaultMWCAParams . mwTensor-package . myALS_SVD . myCX . myICA . myNMF . mySVD . plotTensor3Ds . toyModel .
Some associated R codes: AllClasses.R . AllGenerics.R . CoupledMWCA.R . CoupledMWCA_Check.R . CoupledMWCA_Check_common.R . CoupledMWCA_Check_other.R . CoupledMWCA_Check_specific.R . CoupledMWCA_Initialization.R . MWCA.R . MWCA_Check.R . MWCA_Initialization.R . defaultCoupledMWCAParams.R . defaultMWCAParams.R . mwTensor-internal.R . myALS_SVD.R . myCX.R . myICA.R . myNMF.R . mySVD.R . plotTensor3Ds.R . toyModel.R . Full mwTensor package functions and examples
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