nuroko.module

Class CompoundStack<T extends IParameterised>

java.lang.Object

nuroko.module.ALayerStack

nuroko.module.CompoundStack<T>

All Implemented Interfaces:

Cloneable, IInput, IInputOutput, IModule, IOutput, IParameterised, IThinker

Direct Known Subclasses:

NetworkStack

public abstract class CompoundStack<T extends IParameterised>
extends ALayerStack

Field Summary

Fields

Modifier and Type	Field and Description
protected int	componentCount
protected ArrayList<T>	components

Constructor Summary

Constructors

Constructor and Description
CompoundStack(Collection<T> comps)

Method Summary

Methods

Modifier and Type	Method and Description
abstract CompoundStack<T>	clone() Creates a clone of a module, including a deep copy of any mutable state.
T	getComponent(int i)
List<T>	getComponents() Returns a list of sub-components of this module
abstract mikera.vectorz.AVector	getData(int i)
mikera.vectorz.AVector	getGradient() Return an AVector referencing the accumulated gradient in this model
abstract AWeightLayer	getLayer(int i)
abstract int	getLayerCount()
mikera.vectorz.AVector	getParameters() Return an AVector referring to the parameters in the model.
abstract void	think(mikera.vectorz.AVector input, mikera.vectorz.AVector output)

Methods inherited from class nuroko.module.ALayerStack

getInput, getLayers, getOutput, getParameterLength, train, trainGradient

Methods inherited from class java.lang.Object

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

Methods inherited from interface nuroko.core.IOutput

getOutputLength

Methods inherited from interface nuroko.core.IInput

getInputLength

Field Detail

components

protected final ArrayList<T extends IParameterised> components

componentCount

protected final int componentCount

Constructor Detail

CompoundStack

public CompoundStack(Collection<T> comps)

Method Detail

getComponents

public List<T> getComponents()

Description copied from interface: IModule

Returns a list of sub-components of this module

Returns:

getComponent

public T getComponent(int i)

think

public abstract void think(mikera.vectorz.AVector input,
         mikera.vectorz.AVector output)

getParameters

public mikera.vectorz.AVector getParameters()

Description copied from interface: IParameterised

Return an AVector referring to the parameters in the model. Expected to be mutable.

Returns:

getGradient

public mikera.vectorz.AVector getGradient()

Description copied from interface: IParameterised

Return an AVector referencing the accumulated gradient in this model

Returns:

getLayerCount

public abstract int getLayerCount()

Specified by:

getLayerCount in class ALayerStack

getLayer

public abstract AWeightLayer getLayer(int i)

Specified by:

getLayer in class ALayerStack

getData

public abstract mikera.vectorz.AVector getData(int i)

Specified by:

getData in class ALayerStack

clone

public abstract CompoundStack<T> clone()

Description copied from interface: IModule

Creates a clone of a module, including a deep copy of any mutable state.

Specified by:

clone in interface IModule

Specified by:

clone in interface IParameterised

Specified by:

clone in interface IThinker

Specified by:

clone in class ALayerStack

Returns: