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.

Install the latest version of this package by entering the following in R:
install.packages("kohonen")
AuthorRon Wehrens and Johannes Kruisselbrink
Date of publication2017-03-21 06:58:55 UTC
MaintainerRon Wehrens <ron.wehrens@gmail.com>
LicenseGPL (>= 2)
Version3.0.2

View on CRAN

Files

inst
inst/CITATION
inst/doc
inst/doc/kohonen-manual_2007.pdf
src
src/Makevars
src/kohonen_types.h
src/neighbourhood-functions.h
src/supersom.cpp
src/map.cpp
src/neighbourhood-functions.cpp
src/distance-functions.h
src/kohonen_init.c
src/distance-functions.cpp
src/pbatch-supersom.cpp
src/kohonen.h
src/batch-supersom.cpp
src/RcppExports.cpp
NAMESPACE
NEWS
data
data/degelder.rda
data/wines.rda
data/yeast.rda
data/nir.rda
R
R/tricolor.R R/predict.kohonen.R R/getDistancePointers.R R/object.distances.R R/classvec2classmat.R R/supersom.R R/somgrid.R R/map.R R/getCodes.R R/xyf.R R/check.whatmap.R R/RcppExports.R R/check.data.R R/som.R R/summary.R R/plot.kohonen.R R/unit.distances.R R/expandMap.R
MD5
DESCRIPTION
man
man/expandMap.Rd man/supersom.Rd man/predict.kohonen.Rd man/map.kohonen.Rd man/classvec2classmat.Rd man/tricolor.Rd man/object.distances.Rd man/degelder.Rd man/nir.Rd man/yeast.Rd man/wines.Rd man/getCodes.Rd man/plot.kohonen.Rd man/unit.distances.Rd man/check.whatmap.Rd man/summary.Rd

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