Uses of Class
org.apache.commons.math3.ml.neuralnet.Network
Packages that use Network
Package
Description
Neural networks.
One-dimensional neural networks.
Self Organizing Feature Map.
Two-dimensional neural networks.
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Uses of Network in org.apache.commons.math3.ml.neuralnet
Methods in org.apache.commons.math3.ml.neuralnet that return NetworkMethods in org.apache.commons.math3.ml.neuralnet with parameters of type NetworkModifier and TypeMethodDescriptionstatic double
MapUtils.computeTopographicError
(Iterable<double[]> data, Network net, DistanceMeasure distance) Computes the topographic error.void
Updates the network in response to the samplefeatures
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Uses of Network in org.apache.commons.math3.ml.neuralnet.oned
Fields in org.apache.commons.math3.ml.neuralnet.oned declared as NetworkMethods in org.apache.commons.math3.ml.neuralnet.oned that return Network -
Uses of Network in org.apache.commons.math3.ml.neuralnet.sofm
Fields in org.apache.commons.math3.ml.neuralnet.sofm declared as NetworkModifier and TypeFieldDescriptionprivate final Network
KohonenTrainingTask.net
SOFM to be trained.Methods in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type NetworkModifier and TypeMethodDescriptionprivate Neuron
KohonenUpdateAction.findAndUpdateBestNeuron
(Network net, double[] features, double learningRate) Searches for the neuron whose features are closest to the given sample, and atomically updates its features.void
Updates the network in response to the samplefeatures
.Constructors in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type NetworkModifierConstructorDescriptionKohonenTrainingTask
(Network net, Iterator<double[]> featuresIterator, KohonenUpdateAction updateAction) Creates a (sequential) trainer for the given network. -
Uses of Network in org.apache.commons.math3.ml.neuralnet.twod
Fields in org.apache.commons.math3.ml.neuralnet.twod declared as NetworkModifier and TypeFieldDescriptionprivate final Network
NeuronSquareMesh2D.network
Underlying network.Methods in org.apache.commons.math3.ml.neuralnet.twod that return NetworkModifier and TypeMethodDescriptionNeuronSquareMesh2D.getNetwork()
Retrieves the underlying network.Constructors in org.apache.commons.math3.ml.neuralnet.twod with parameters of type NetworkModifierConstructorDescriptionprivate
NeuronSquareMesh2D
(boolean wrapRowDim, boolean wrapColDim, SquareNeighbourhood neighbourhoodType, Network net, long[][] idGrid) Constructor with restricted access, solely used for making adeep copy
.