README.md

In rikenbit/ttTensor: Tensor-Train Decomposition

ttTensor

R package for Tensor-Train Decomposition

Installation

git clone https://github.com/rikenbit/ttTensor/
R CMD INSTALL ttTensor

or type the code below in the R console window

library(devtools)
devtools::install_github("rikenbit/ttTensor")

References

• TTSVD : Tensor-Train Decomposition, I. V. Oseledets, 2011
• TTWOPT : Completion of high order tensor data with missing entries via tensor-train decomposition, Yuan, Longhao, et. al., 2017
• TTCross : TT-cross approximation for multidimensional arrays, I. V. Oseledets, et. al., 2010, On selecting a maximum volume sub-matrix of a matrix and related problems, Ali Civril, et. al., 2009

License

Copyright (c) 2019 Koki Tsuyuzaki and Laboratory for Bioinformatics Research, RIKEN Center for Biosystems Dynamics Reseach Released under the Artistic License 2.0.

Authors

• Koki Tsuyuzaki
• Manabu Ishii
• Itoshi Nikaido

rikenbit/ttTensor documentation built on Feb. 2, 2023, 4:32 a.m.