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ttTensor  

Tensor-Train Decomposition
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ttTensor", "1.0.1")



Attach the package and use:
library("ttTensor")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-06
Latest Update: 2021-05-18
Description:
Tensor-train is a compact representation for higher-order tensors. Some algorithms for performing tensor-train decomposition are available such as TT-SVD, TT-WOPT, and TT-Cross. For the details of the algorithms, see I. V. Oseledets (2011) , Yuan Longao, et al (2017) , I. V. Oseledets (2010) .
How to cite:
Koki Tsuyuzaki (2019). ttTensor: Tensor-Train Decomposition. R package version 1.0.1, https://cran.r-project.org/web/packages/ttTensor. Accessed 20 Apr. 2025.
Previous versions and publish date:
0.99.2 (2019-03-06 13:10), 1.0.1 (2021-05-18 11:50)
Other packages that cited ttTensor R package
View ttTensor citation profile
Other R packages that ttTensor depends, imports, suggests or enhances
Functions, R codes and Examples using the ttTensor R package
Some associated functions: TTCross . TTSVD . TTWOPT . maxvol . skeleton.decomp . ttTensor-package . 
Some associated R codes: TTCross.R . TTSVD.R . TTWOPT.R . maxvol.R . skeleton.decomp.R . ttTensor-internal.R .  Full ttTensor package functions and examples
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