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 doubleMapUtils.computeTopographicError(Iterable<double[]> data, Network net, DistanceMeasure distance) Computes the topographic error.voidUpdates the network in response to the samplefeatures. -
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 NetworkKohonenTrainingTask.netSOFM to be trained.Methods in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type NetworkModifier and TypeMethodDescriptionprivate NeuronKohonenUpdateAction.findAndUpdateBestNeuron(Network net, double[] features, double learningRate) Searches for the neuron whose features are closest to the given sample, and atomically updates its features.voidUpdates 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 NetworkNeuronSquareMesh2D.networkUnderlying 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 NetworkModifierConstructorDescriptionprivateNeuronSquareMesh2D(boolean wrapRowDim, boolean wrapColDim, SquareNeighbourhood neighbourhoodType, Network net, long[][] idGrid) Constructor with restricted access, solely used for making adeep copy.