kohonen: Supervised and Unsupervised Self-Organising Maps

Functions to train self-organising maps (SOMs). Also interrogation of the maps and prediction using trained maps are supported. The name of the package refers to Teuvo Kohonen, the inventor of the SOM.

Version: 3.0.12
Depends: R (≥ 2.10)
Imports: Rcpp (≥ 0.12.12)
LinkingTo: Rcpp
Published: 2023-06-09
DOI: 10.32614/CRAN.package.kohonen
Author: Ron Wehrens and Johannes Kruisselbrink
Maintainer: Ron Wehrens <ron.wehrens at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: kohonen citation info
Materials: NEWS
In views: ChemPhys
CRAN checks: kohonen results

Documentation:

Reference manual: kohonen.pdf

Downloads:

Package source: kohonen_3.0.12.tar.gz
Windows binaries: r-devel: kohonen_3.0.12.zip, r-release: kohonen_3.0.12.zip, r-oldrel: kohonen_3.0.12.zip
macOS binaries: r-release (arm64): kohonen_3.0.12.tgz, r-oldrel (arm64): kohonen_3.0.12.tgz, r-release (x86_64): kohonen_3.0.12.tgz, r-oldrel (x86_64): kohonen_3.0.12.tgz
Old sources: kohonen archive

Reverse dependencies:

Reverse depends: cogena, somhca, somspace
Reverse imports: aweSOM, DSAM, ggsom, Mercator, multisom, rassta, Rsomoclu, som.nn, SOMEnv, SOMMD
Reverse suggests: biopixR, bluster, clValid, cola, diceR, FCPS, fdm2id, flowml, fscaret, mulgar, RankAggreg, sits

Linking:

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