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:
iTensor_1.0.3.tar.gz
iTensor_1.0.3.zip(r-4.5)iTensor_1.0.3.zip(r-4.4)iTensor_1.0.3.zip(r-4.3)
iTensor_1.0.3.tgz(r-4.5-any)iTensor_1.0.3.tgz(r-4.4-any)iTensor_1.0.3.tgz(r-4.3-any)
iTensor_1.0.3.tar.gz(r-4.5-noble)iTensor_1.0.3.tar.gz(r-4.4-noble)
iTensor_1.0.3.tgz(r-4.4-emscripten)iTensor_1.0.3.tgz(r-4.3-emscripten)
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
Last updated 2 years agofrom:0b875ca9bd. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Apr 02 2025 |
| R-4.5-win | OK | Apr 02 2025 |
| R-4.5-mac | OK | Apr 02 2025 |
| R-4.5-linux | OK | Apr 02 2025 |
| R-4.4-win | OK | Apr 02 2025 |
| R-4.4-mac | OK | Apr 02 2025 |
| R-4.4-linux | OK | Apr 02 2025 |
| R-4.3-win | OK | Apr 02 2025 |
| R-4.3-mac | OK | Apr 02 2025 |
Exports:CorrIndexGroupICAICAICA2MICAMultilinearICAtoyModel
Dependencies:base64encBHBiocParallelbslibcachemclicodetoolscolorspacecorpcorcpp11digestdplyreinsumellipseevaluatefansifarverfastmapfontawesomeformatRfsfutile.loggerfutile.optionsgeigengenericsggplot2ggrepelgluegridExtragroupICAgsignalgtablehighrhtmltoolshtmlwidgetsigraphisobandjointDiagjquerylibjsonliteknitrlabelinglambda.rlatticelifecyclemagrittrMASSmathjaxrMatrixmatrixStatsmemoisemgcvmimemixOmicsmunsellnlmepillarpkgconfigplyrpracmapurrrR6rappdirsrARPACKRColorBrewerRcppRcppEigenreshape2rglrlangrmarkdownRSpectrarTensorsassscalessnowstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Independent Component Analysis (ICA)
Rendered fromiTensor-1.Rmdusingknitr::rmarkdownon Apr 02 2025.Last update: 2023-04-28
Started: 2023-04-26
Multimodal Independent Component Analysis (MICA) and Group Independent Component Analysis (GroupICA)
Rendered fromiTensor-2.Rmdusingknitr::rmarkdownon Apr 02 2025.Last update: 2023-04-28
Started: 2023-04-26
Multilinear Independent Component Analysis (MultilinearICA)
Rendered fromiTensor-3.Rmdusingknitr::rmarkdownon Apr 02 2025.Last update: 2023-04-26
Started: 2023-04-26
