org.jpmml.manager

Class NeuralNetworkManager

java.lang.Object

org.jpmml.manager.PMMLManager

org.jpmml.manager.ModelManager<NeuralNetwork>

org.jpmml.manager.NeuralNetworkManager

All Implemented Interfaces:

Consumer

public class NeuralNetworkManager
extends ModelManager<NeuralNetwork>

Constructor Summary

Constructors

Constructor and Description
NeuralNetworkManager()
NeuralNetworkManager(PMML pmml)
NeuralNetworkManager(PMML pmml, NeuralNetwork neuralNetwork)

Method Summary

Methods

Modifier and Type	Method and Description
static void	addConnection(NeuralInput from, Neuron to, double weight)
static void	addConnection(Neuron from, Neuron to, double weight)
NeuralInput	addNeuralInput(NormContinuous normContinuous)
NeuralLayer	addNeuralLayer()
NeuralOutput	addNeuralOutput(Neuron neuron, NormContinuous normCountinuous)
Neuron	addNeuron(NeuralLayer neuralLayer, Double bias)
NeuralNetwork	createModel(MiningFunctionType miningFunction, ActivationFunctionType activationFunction)
NeuralNetwork	getModel()
List<NeuralInput>	getNeuralInputs()
List<NeuralLayer>	getNeuralLayers()
int	getNeuronCount()
List<NeuralOutput>	getOrCreateNeuralOutputs()
String	getSummary() Returns a short description of the underlying Model

Methods inherited from class org.jpmml.manager.ModelManager

addField, addMiningField, ensureNotNull, ensureNull, getActiveFields, getMiningField, getMiningFields, getMiningSchema, getOrCreateLocalTransformations, getOrCreateOutput, getOutputField, getOutputFields, getPredictedFields, getTarget, resolve

Methods inherited from class org.jpmml.manager.PMMLManager

addDataField, find, find, findAll, getDataDictionary, getDataField, getHeader, getModel, getModelManager, getModelManager, getModels, getOrCreateTransformationDictionary, getPmml

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.jpmml.manager.Consumer

getDataField

Constructor Detail

NeuralNetworkManager

public NeuralNetworkManager()

NeuralNetworkManager

public NeuralNetworkManager(PMML pmml)

NeuralNetworkManager

public NeuralNetworkManager(PMML pmml,
                    NeuralNetwork neuralNetwork)

Method Detail

getSummary

public String getSummary()

Description copied from interface: Consumer

Returns a short description of the underlying Model

getModel

public NeuralNetwork getModel()

Specified by:

getModel in class ModelManager<NeuralNetwork>

createModel

public NeuralNetwork createModel(MiningFunctionType miningFunction,
                        ActivationFunctionType activationFunction)

Throws:

ModelManagerException - If the Model already exists

See Also:

getModel()

getNeuralInputs

public List<NeuralInput> getNeuralInputs()

addNeuralInput

public NeuralInput addNeuralInput(NormContinuous normContinuous)

getNeuralLayers

public List<NeuralLayer> getNeuralLayers()

addNeuralLayer

public NeuralLayer addNeuralLayer()

getNeuronCount

public int getNeuronCount()

addNeuron

public Neuron addNeuron(NeuralLayer neuralLayer,
               Double bias)

addConnection

public static void addConnection(NeuralInput from,
                 Neuron to,
                 double weight)

addConnection

public static void addConnection(Neuron from,
                 Neuron to,
                 double weight)

getOrCreateNeuralOutputs

public List<NeuralOutput> getOrCreateNeuralOutputs()

addNeuralOutput

public NeuralOutput addNeuralOutput(Neuron neuron,
                           NormContinuous normCountinuous)