Package: iTensor 1.0.5

Koki Tsuyuzaki

iTensor: ICA-Based Matrix/Tensor Decomposition

Some functions for performing ICA, MICA, Group ICA, and Multilinear ICA are implemented. ICA, MICA/Group ICA, and Multilinear ICA extract statistically independent components from single matrix, multiple matrices, and single tensor, respectively. For the details of these methods, see the reference section of GitHub README.md <https://github.com/rikenbit/iTensor>.

Authors:Koki Tsuyuzaki [aut, cre]

iTensor_1.0.5.tar.gz
iTensor_1.0.5.zip(r-4.7)iTensor_1.0.5.zip(r-4.6)iTensor_1.0.5.zip(r-4.5)
iTensor_1.0.5.tgz(r-4.6-any)iTensor_1.0.5.tgz(r-4.5-any)
iTensor_1.0.5.tar.gz(r-4.7-any)iTensor_1.0.5.tar.gz(r-4.6-any)
iTensor_1.0.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
iTensor/json (API)
NEWS

# Install 'iTensor' in R:
install.packages('iTensor', repos = c('https://rikenbit.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rikenbit/itensor/issues

On CRAN:

Conda:

5.73 score 2 stars 1 packages 2 scripts 230 downloads 7 exports 83 dependencies

Last updated from:646ecb3c5a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK238
source / vignettesOK280
linux-release-x86_64OK218
macos-release-arm64OK185
macos-oldrel-arm64OK164
windows-develOK175
windows-releaseOK145
windows-oldrelOK168
wasm-releaseOK195

Exports:CorrIndexGroupICAICAICA2MICAMultilinearICAtoyModel

Dependencies:base64encBHBiocParallelbslibcachemclicodetoolscorpcorcpp11digestdplyreinsumellipseevaluatefarverfastmapfontawesomeformatRfsfutile.loggerfutile.optionsgeigengenericsggplot2ggrepelgluegridExtragtablehighrhtmltoolshtmlwidgetsigraphisobandjointDiagjquerylibjsonliteknitrlabelinglambda.rlatticelifecyclemagrittrMASSmathjaxrMatrixmatrixStatsmemoisemgcvmimemixOmicsnlmepillarpkgconfigplyrpurrrR6rappdirsrARPACKRColorBrewerRcppRcppEigenreshape2rglrlangrmarkdownRSpectrarTensorS7sassscalessnowstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Independent Component Analysis (ICA)

Koki Tsuyuzaki

Rendered fromiTensor-1.Rmdusingknitr::rmarkdownon May 11 2026.

Last update: 2023-04-28
Started: 2023-04-26

Multimodal Independent Component Analysis (MICA) and Group Independent Component Analysis (GroupICA)

Koki Tsuyuzaki

Rendered fromiTensor-2.Rmdusingknitr::rmarkdownon May 11 2026.

Last update: 2023-04-28
Started: 2023-04-26

Multilinear Independent Component Analysis (MultilinearICA)

Koki Tsuyuzaki

Rendered fromiTensor-3.Rmdusingknitr::rmarkdownon May 11 2026.

Last update: 2023-04-26
Started: 2023-04-26