Package: iTensor 1.0.3

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_1.0.3.tar.gz
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iTensor.pdf |iTensor.html✨
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:

4.95 score 1 stars 1 packages 2 scripts 179 downloads 7 exports 88 dependencies

Last updated 2 years agofrom:0b875ca9bd. Checks:5 OK, 3 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 03 2025
R-4.5-winERRORMar 03 2025
R-4.5-macOKMar 03 2025
R-4.5-linuxOKMar 03 2025
R-4.4-winERRORMar 03 2025
R-4.4-macOKMar 03 2025
R-4.3-winERRORMar 03 2025
R-4.3-macOKMar 03 2025

Exports:CorrIndexGroupICAICAICA2MICAMultilinearICAtoyModel

Dependencies:base64encBHBiocParallelbslibcachemclicodetoolscolorspacecorpcorcpp11digestdplyreinsumellipseevaluatefansifarverfastmapfontawesomeformatRfsfutile.loggerfutile.optionsgeigengenericsggplot2ggrepelgluegridExtragroupICAgsignalgtablehighrhtmltoolshtmlwidgetsigraphisobandjointDiagjquerylibjsonliteknitrlabelinglambda.rlatticelifecyclemagrittrMASSmathjaxrMatrixmatrixStatsmemoisemgcvmimemixOmicsmunsellnlmepillarpkgconfigplyrpracmapurrrR6rappdirsrARPACKRColorBrewerRcppRcppEigenreshape2rglrlangrmarkdownRSpectrarTensorsassscalessnowstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Independent Component Analysis (ICA)

Koki Tsuyuzaki

Rendered fromiTensor-1.Rmdusingknitr::rmarkdownon Mar 03 2025.

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 Mar 03 2025.

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

Multilinear Independent Component Analysis (MultilinearICA)

Koki Tsuyuzaki

Rendered fromiTensor-3.Rmdusingknitr::rmarkdownon Mar 03 2025.

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