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 Network
Network. 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 double
MapUtils. computeTopographicError(java.lang.Iterable<double[]> data, Network net, DistanceMeasure distance)
Computes the topographic error.void
UpdateAction. update(Network net, double[] features)
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 Network Modifier and Type Field Description private Network
NeuronString. network
Underlying network.Methods in org.apache.commons.math3.ml.neuralnet.oned that return Network Modifier and Type Method Description Network
NeuronString. 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 Network
KohonenTrainingTask. net
SOFM to be trained.Methods in org.apache.commons.math3.ml.neuralnet.sofm with parameters of type Network Modifier and Type Method Description private 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
KohonenUpdateAction. 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 Network
NeuronSquareMesh2D. network
Underlying network.Methods in org.apache.commons.math3.ml.neuralnet.twod that return Network Modifier and Type Method Description Network
NeuronSquareMesh2D. 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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