Interactive Self-Organizing Maps

Self-organizing maps (also known as SOM, see Kohonen (2001) ) 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.


Reference manual

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install.packages("aweSOM")

1.3 by Julien Boelaert, 4 years ago


Browse source code at https://github.com/cran/aweSOM


Authors: 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]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports kohonen, shiny, htmlwidgets, bslib, rmarkdown, htmltools, rclipboard, ggplot2, RColorBrewer, viridis, data.table, DT, kernlab, fields, stats, cluster, e1071, haven, foreign, readxl, readODS

Suggests knitr


Imported by somhca.


See at CRAN