public class NeuralNetworkManager extends ModelManager<NeuralNetwork> implements HasEntityRegistry<Entity>
| Constructor and Description |
|---|
NeuralNetworkManager() |
NeuralNetworkManager(PMML pmml) |
NeuralNetworkManager(PMML pmml,
NeuralNetwork neuralNetwork) |
| 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(String id,
NormContinuous normContinuous) |
NeuralLayer |
addNeuralLayer() |
NeuralOutput |
addNeuralOutput(Neuron neuron,
NormContinuous normCountinuous) |
static Neuron |
addNeuron(NeuralLayer neuralLayer,
String id,
Double bias) |
NeuralNetwork |
createModel(MiningFunctionType miningFunction,
ActivationFunctionType activationFunction) |
com.google.common.collect.BiMap<String,Entity> |
getEntityRegistry()
Takes the snapshot of all known (ie.
|
NeuralNetwork |
getModel() |
List<NeuralInput> |
getNeuralInputs() |
List<NeuralLayer> |
getNeuralLayers() |
List<NeuralOutput> |
getOrCreateNeuralOutputs() |
String |
getSummary()
Returns a short description of the underlying
Model |
addField, addMiningField, getActiveFields, getGroupFields, getMiningField, getMiningFields, getMiningSchema, getOrCreateLocalTransformations, getOrCreateOutput, getOrCreateTargets, getOutputField, getOutputFields, getPredictedFields, getTarget, getTargetField, resolveFieldaddDataField, find, find, findAll, getDataDictionary, getDataField, getHeader, getModel, getModelManager, getModelManager, getModels, getOrCreateTransformationDictionary, getPmml, resolveFunctionclone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitgetDataFieldpublic NeuralNetworkManager()
public NeuralNetworkManager(PMML pmml)
public NeuralNetworkManager(PMML pmml, NeuralNetwork neuralNetwork)
public String getSummary()
ConsumerModelgetSummary in interface Consumerpublic NeuralNetwork getModel()
getModel in class ModelManager<NeuralNetwork>public NeuralNetwork createModel(MiningFunctionType miningFunction, ActivationFunctionType activationFunction)
getModel()public List<NeuralInput> getNeuralInputs()
public NeuralInput addNeuralInput(String id, NormContinuous normContinuous)
id - Unique identifiergetEntityRegistry()public List<NeuralLayer> getNeuralLayers()
public NeuralLayer addNeuralLayer()
public com.google.common.collect.BiMap<String,Entity> getEntityRegistry()
HasEntityRegistrygetEntityRegistry in interface HasEntityRegistry<Entity>Entity identifiers and Entity instances.public static Neuron addNeuron(NeuralLayer neuralLayer, String id, Double bias)
id - Unique identifiergetEntityRegistry()public static void addConnection(NeuralInput from, Neuron to, double weight)
public List<NeuralOutput> getOrCreateNeuralOutputs()
public NeuralOutput addNeuralOutput(Neuron neuron, NormContinuous normCountinuous)
Copyright © 2013 University of Tartu. All Rights Reserved.