aweSOM: Interactive Self-Organizing Maps

Self-organizing maps (also known as SOM, see Kohonen (2001) <doi:10.1007/978-3-642-56927-2>) are a method for dimensionality reduction and clustering of continuous data. This package introduces interactive (html) graphics for easier analysis of SOM results. It also features an interactive interface, for push-button training and visualization of SOM on numeric, categorical or mixed data, as well as tools to evaluate the quality of SOM.

Version:	1.3
Depends:	R (≥ 3.1.0)
Imports:	kohonen (≥ 2.0), shiny (≥ 1.6), htmlwidgets, bslib, rmarkdown, htmltools, rclipboard, ggplot2, RColorBrewer, viridis, data.table, DT, kernlab, fields, stats, cluster, e1071, haven, foreign, readxl, readODS
Suggests:	knitr
Published:	2022-08-30
DOI:	10.32614/CRAN.package.aweSOM
Author:	Julien Boelaert [aut, cre], Etienne Ollion [aut], Jan Sodoge [aut], Mohamed Megdoud [ctb], Otmane Naji [ctb], Arnaud Lemba Kote [ctb], Theo Renoud [ctb], Samuel Hym [ctb]
Maintainer:	Julien Boelaert <julien.boelaert at univ-lille.fr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	aweSOM results

Documentation:

Reference manual:	aweSOM.pdf
Vignettes:	aweSOM

Downloads:

Package source:	aweSOM_1.3.tar.gz
Windows binaries:	r-devel: aweSOM_1.3.zip, r-release: aweSOM_1.3.zip, r-oldrel: aweSOM_1.3.zip
macOS binaries:	r-release (arm64): aweSOM_1.3.tgz, r-oldrel (arm64): aweSOM_1.3.tgz, r-release (x86_64): aweSOM_1.3.tgz, r-oldrel (x86_64): aweSOM_1.3.tgz
Old sources:	aweSOM archive

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