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Combines Autoencoders with the STATIS (Structuring Three-way Arrays in Statistics) methodology for dimensional reduction and visualization of multi-way data (tables x individuals x variables). Methods are based on L'Hermier des Plantes (1976) and Carrera Buri & Galindo-Villardón (2026) <https://www.mdpi.com/1999-4893/19/8/637/pdf>.
| Version: | 0.1.0 |
| Imports: | dplyr, ggplot2, ggrepel, grid, gridExtra, reticulate, stats |
| Suggests: | gganimate, gifski, testthat (≥ 3.0.0) |
| Published: | 2026-09-12 |
| DOI: | 10.32614/CRAN.package.NeuralSTATIS (may not be active yet) |
| Author: | Felix Miguel Carrera Buri [aut, cre] |
| Maintainer: | Felix Miguel Carrera Buri <felix.carrera at xperty.com> |
| BugReports: | https://github.com/fcarrer/NeuralSTATIS/issues |
| License: | GPL-3 |
| URL: | https://github.com/fcarrer/NeuralSTATIS |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | NeuralSTATIS results |
| Reference manual: | NeuralSTATIS.html , NeuralSTATIS.pdf |
| Package source: | NeuralSTATIS_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): NeuralSTATIS_0.1.0.tgz, r-release (x86_64): NeuralSTATIS_0.1.0.tgz, r-oldrel (x86_64): NeuralSTATIS_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.