ttTensor: Tensor-Train Decomposition

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) <doi:10.1137/090752286>, Yuan Longao, et al (2017) <arXiv:1709.02641>, I. V. Oseledets (2010) <doi:10.1016/j.laa.2009.07.024>.

Package details

AuthorKoki Tsuyuzaki, Manabu Ishii, Itoshi Nikaido
MaintainerKoki Tsuyuzaki <[email protected]>
LicenseArtistic-2.0
Version0.99.2
URL https://github.com/rikenbit/ttTensor
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ttTensor")

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ttTensor documentation built on May 1, 2019, 8:08 p.m.