nuroko.module

Class ACompoundComponent

java.lang.Object

nuroko.module.AComponent

nuroko.module.ACompoundComponent

All Implemented Interfaces:

Cloneable, Iterable<IComponent>, IComponent, IFunction<mikera.vectorz.AVector,mikera.vectorz.AVector>, IInput, IInputOutput, IInputState, IModule, IOutput, IOutputState, IParameterised, ISynthesiser, IThinker, ITrainable

Direct Known Subclasses:

Join, Stack

public abstract class ACompoundComponent
extends AComponent

Abstract base class for components that combine other components.

Author:

Mike

Field Summary

Fields

Modifier and Type	Field and Description
protected int	componentCount
protected ArrayList<IComponent>	components
protected mikera.vectorz.AVector	gradient
protected mikera.vectorz.AVector	parameters

Constructor Summary

Constructors

Constructor and Description
ACompoundComponent(List<? extends IComponent> comps)

Method Summary

Modifier and Type	Method and Description
IComponent	getComponent(int i)
List<IComponent>	getComponents()
mikera.vectorz.AVector	getGradient() Return an AVector referencing the accumulated gradient in this model
int	getParameterLength() Returns the length of the parameter vector for this model
mikera.vectorz.AVector	getParameters() Return an AVector referring to the parameters in the model.
boolean	hasDifferentTrainingThinking()

Methods inherited from class nuroko.module.AComponent

applyConstraints, applyConstraintsInternal, clone, generate, generate, getConstraints, getDefaultLossFunction, getDownStack, getInputLength, getInputState, getLearnFactor, getModules, getOutputLength, getUpStack, initRandom, isStochastic, isSynthesiser, iterator, setConstraint, setInput, setLearnFactor, setOutput, think, think, thinkInternalTraining, topComponent, train, train, trainGradientInternal, trainSynth, trainSynth

Methods inherited from class java.lang.Object

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

Methods inherited from interface nuroko.core.IComponent

thinkInternal

Methods inherited from interface nuroko.core.IInputState

getInput, getInputGradient

Methods inherited from interface nuroko.core.IOutputState

getOutput, getOutputGradient

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Field Detail

components

protected final ArrayList<IComponent> components

gradient

protected final mikera.vectorz.AVector gradient

parameters

protected final mikera.vectorz.AVector parameters

componentCount

protected final int componentCount

Constructor Detail

ACompoundComponent

public ACompoundComponent(List<? extends IComponent> comps)

Method Detail

getGradient

public final mikera.vectorz.AVector getGradient()

Description copied from interface: IParameterised

Return an AVector referencing the accumulated gradient in this model

Returns:

getParameters

public final mikera.vectorz.AVector getParameters()

Description copied from interface: IParameterised

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

Returns:

getParameterLength

public int getParameterLength()

Description copied from interface: IParameterised

Returns the length of the parameter vector for this model

Specified by:

getParameterLength in interface IParameterised

Overrides:

getParameterLength in class AComponent

Returns:

getComponent

public IComponent getComponent(int i)

Overrides:

getComponent in class AComponent

getComponents

public List<IComponent> getComponents()

hasDifferentTrainingThinking

public boolean hasDifferentTrainingThinking()