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-4.4-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 1 years agofrom:0b875ca9bd. Checks:OK: 4 ERROR: 3. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win | OK | Nov 03 2024 |
| R-4.5-linux | ERROR | Nov 03 2024 |
| R-4.4-win | ERROR | Nov 03 2024 |
| R-4.4-mac | OK | Nov 03 2024 |
| R-4.3-win | ERROR | Nov 03 2024 |
| R-4.3-mac | OK | Nov 03 2024 |
Exports:CorrIndexGroupICAICAICA2MICAMultilinearICAtoyModel
Dependencies:base64encBHBiocParallelbslibcachemclicodetoolscolorspacecorpcorcpp11digestdplyreinsumellipseevaluatefansifarverfastmapfontawesomeformatRfsfutile.loggerfutile.optionsgeigengenericsggplot2ggrepelgluegridExtragroupICAgsignalgtablehighrhtmltoolshtmlwidgetsigraphisobandjointDiagjquerylibjsonliteknitrlabelinglambda.rlatticelifecyclemagrittrMASSmathjaxrMatrixmatrixStatsmemoisemgcvmimemixOmicsmunsellnlmepillarpkgconfigplyrpracmapurrrR6rappdirsrARPACKRColorBrewerRcppRcppEigenreshape2rglrlangrmarkdownRSpectrarTensorsassscalessnowstringistringrtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Independent Component Analysis (ICA)
Rendered fromiTensor-1.Rmdusingknitr::rmarkdownon Nov 03 2024.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 Nov 03 2024.Last update: 2023-04-28
Started: 2023-04-26
Multilinear Independent Component Analysis (MultilinearICA)
Rendered fromiTensor-3.Rmdusingknitr::rmarkdownon Nov 03 2024.Last update: 2023-04-26
Started: 2023-04-26
