Uses of Class
org.apache.commons.math3.ml.neuralnet.Network
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Packages that use Network Package Description org.apache.commons.math3.ml.neuralnet Neural networks.org.apache.commons.math3.ml.neuralnet.oned One-dimensional neural networks.org.apache.commons.math3.ml.neuralnet.sofm Self Organizing Feature Map.org.apache.commons.math3.ml.neuralnet.twod 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 Network Modifier and Type Method Description NetworkNetwork. copy()Performs a deep copy of this instance.Methods in org.apache.commons.math3.ml.neuralnet with parameters of type Network Modifier and Type Method Description static doubleMapUtils. computeTopographicError(java.lang.Iterable<double[]> data, Network net, DistanceMeasure distance)Computes the topographic error.voidUpdateAction. update(Network net, double[] features)Updates 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 Network Modifier and Type Field Description private NetworkNeuronString. networkUnderlying network.Methods in org.apache.commons.math3.ml.neuralnet.oned that return Network Modifier and Type Method Description NetworkNeuronString. getNetwork()Retrieves the underlying network. -
Uses of Network in org.apache.commons.math3.ml.neuralnet.sofm
Fields in org.apache.commons.math3.ml.neuralnet.sofm declared as Network Modifier and Type Field Description private NetworkKohonenTrainingTask. netSOFM to be trained.Methods in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type Network Modifier and Type Method Description private 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.voidKohonenUpdateAction. update(Network net, double[] features)Updates the network in response to the samplefeatures.Constructors in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type Network Constructor Description KohonenTrainingTask(Network net, java.util.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 Network Modifier and Type Field Description private NetworkNeuronSquareMesh2D. networkUnderlying network.Methods in org.apache.commons.math3.ml.neuralnet.twod that return Network Modifier and Type Method Description NetworkNeuronSquareMesh2D. getNetwork()Retrieves the underlying network.Constructors in org.apache.commons.math3.ml.neuralnet.twod with parameters of type Network Constructor Description NeuronSquareMesh2D(boolean wrapRowDim, boolean wrapColDim, SquareNeighbourhood neighbourhoodType, Network net, long[][] idGrid)Constructor with restricted access, solely used for making adeep copy.
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