CRAN/E | aweSOM

aweSOM

Interactive Self-Organizing Maps

Installation

About

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.

Key Metrics

Version 1.3
R ≥ 3.1.0
Published 2022-08-30 577 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks aweSOM results

Downloads

Yesterday 24 0%
Last 7 days 104 -22%
Last 30 days 633 -0%
Last 90 days 1.792 +25%
Last 365 days 5.853 +14%

Maintainer

Maintainer

Julien Boelaert

julien.boelaert@univ-lille.fr

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

Material

NEWS
Reference manual
Package source

Vignettes

aweSOM

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

aweSOM archive

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