Package com.logicaldoc.ai.neural

Class NeuralNetwork

java.lang.Object

com.logicaldoc.core.PersistentObject

com.logicaldoc.ai.AIModel<Float,String>

com.logicaldoc.ai.neural.NeuralNetwork

All Implemented Interfaces:

Serializable

@Entity
public class NeuralNetwork
extends AIModel<Float,String>

An AI model based on a Neural Network.

Since:

9.2

Author:

Marco Meschieri - LogicalDOC

See Also:

• Serialized Form

Field Summary

Fields inherited from class com.logicaldoc.ai.AIModel

AIQUERY, AIQUERY_HYPHEN

Fields inherited from class com.logicaldoc.core.PersistentObject

DELETED_CODE_DEFAULT, DELETED_CODE_STRONG, id

Constructor Summary

Constructors

Constructor	Description
NeuralNetwork()
NeuralNetwork(NeuralNetwork other)
NeuralNetwork(String name)

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
ActivationFunction	getActivation()
int	getBatch()
String	getCategories()
List<String>	getCategoriesList()
Evaluation	getEvaluation()
String	getFeatures()
List<String>	getFeaturesList()	Gets the ordered list of feature names
List<NeuralNetworkLayer>	getLayers()
List<NeuralNetworkLayer>	getLayersArray()
LossFunction	getLoss()
Map<String,double[][]>	getParameters()
long	getSeed()
Updater	getUpdater()
WeightInitScheme	getWeightInit()
int	hashCode()
void	setActivation(ActivationFunction activation)
void	setBatch(int batch)
void	setCategories(String categories)
void	setCategoriesList(List<String> categories)
void	setEvaluation(Evaluation evaluation)
void	setFeatures(String features)
void	setFeaturesList(List<String> features)
void	setLayers(List<NeuralNetworkLayer> layers)
void	setLayersArray(List<NeuralNetworkLayer> layersArray)
void	setLoss(LossFunction loss)
void	setSeed(long seed)
void	setUpdater(Updater updater)
void	setWeightInit(WeightInitScheme weightInit)

Methods inherited from class com.logicaldoc.ai.AIModel

getDescription, getLabel, getName, getTraining, newModel, query, setDescription, setLabel, setName, setTraining, toString, types

Methods inherited from class com.logicaldoc.core.PersistentObject

getCreation, getDeleted, getId, getLastModified, getRecordVersion, getTenantId, setCreation, setDeleted, setId, setLastModified, setRecordVersion, setTenantId

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Details

NeuralNetwork

public NeuralNetwork()

NeuralNetwork

public NeuralNetwork(String name)

NeuralNetwork

public NeuralNetwork(NeuralNetwork other)

Method Details

getFeatures

public String getFeatures()

getFeaturesList

public List<String> getFeaturesList()

Description copied from class: AIModel

Gets the ordered list of feature names

Specified by:

getFeaturesList in class AIModel<Float,String>

Returns:

list of feature names

setFeatures

public void setFeatures(String features)

setFeaturesList

public void setFeaturesList(List<String> features)

getCategories

public String getCategories()

getCategoriesList

public List<String> getCategoriesList()

setCategories

public void setCategories(String categories)

setCategoriesList

public void setCategoriesList(List<String> categories)

getLayers

public List<NeuralNetworkLayer> getLayers()

setLayers

public void setLayers(List<NeuralNetworkLayer> layers)

getBatch

public int getBatch()

setBatch

public void setBatch(int batch)

getSeed

public long getSeed()

setSeed

public void setSeed(long seed)

getActivation

public ActivationFunction getActivation()

setActivation

public void setActivation(ActivationFunction activation)

getWeightInit

public WeightInitScheme getWeightInit()

setWeightInit

public void setWeightInit(WeightInitScheme weightInit)

getLoss

public LossFunction getLoss()

setLoss

public void setLoss(LossFunction loss)

getEvaluation

public Evaluation getEvaluation()

setEvaluation

public void setEvaluation(Evaluation evaluation)

getLayersArray

public List<NeuralNetworkLayer> getLayersArray()

setLayersArray

public void setLayersArray(List<NeuralNetworkLayer> layersArray)

getUpdater

public Updater getUpdater()

setUpdater

public void setUpdater(Updater updater)

getParameters

public Map<String,double[][]> getParameters()
                                     throws IOException

Throws:

IOException

hashCode

public int hashCode()

Overrides:

hashCode in class AIModel<Float,String>

equals

public boolean equals(Object obj)

Overrides:

equals in class AIModel<Float,String>