# Package org.apache.commons.math3.ml.neuralnet.sofm

package org.apache.commons.math3.ml.neuralnet.sofm
Self Organizing Feature Map.

Related Packages
Package
Description
org.apache.commons.math3.ml.neuralnet
Neural networks.
org.apache.commons.math3.ml.neuralnet.sofm.util
Miscellaneous utilities.
org.apache.commons.math3.ml.neuralnet.oned
One-dimensional neural networks.
org.apache.commons.math3.ml.neuralnet.twod
Two-dimensional neural networks.
Class
Description
KohonenTrainingTask
Trainer for Kohonen's Self-Organizing Map.
KohonenUpdateAction
Update formula for Kohonen's Self-Organizing Map.
LearningFactorFunction
Provides the learning rate as a function of the number of calls already performed during the learning task.
LearningFactorFunctionFactory
Factory for creating instances of `LearningFactorFunction`.
NeighbourhoodSizeFunction
Provides the network neighbourhood's size as a function of the number of calls already performed during the learning task.
NeighbourhoodSizeFunctionFactory
Factory for creating instances of `NeighbourhoodSizeFunction`.