Uses of Interface
nuroko.core.IComponent

Packages that use IComponent

Package	Description
nuroko.algo
nuroko.core
nuroko.module
nuroko.module.layers
nuroko.module.loss

Uses of IComponent in nuroko.algo

Methods in nuroko.algo with parameters of type IComponent

Modifier and Type	Method and Description
static void	SimpleBackProp.train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate)
void	MomentumBackProp.train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate)
static void	SimpleBackProp.train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate, LossFunction loss)
void	MomentumBackProp.train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate, LossFunction loss)
void	MomentumBackProp.trainSynth(IComponent comp, mikera.vectorz.AVector input, double learnRate)

Constructors in nuroko.algo with parameters of type IComponent

Constructor and Description
MomentumBackProp(IComponent nn, double momentum)

Uses of IComponent in nuroko.core

Methods in nuroko.core that return IComponent

Modifier and Type	Method and Description
static IComponent	Components.bias(int length)
IComponent	IComponent.clone()
IComponent	ISynthesiser.getDownStack()
IComponent	ISynthesiser.getUpStack()

Methods in nuroko.core that return types with arguments of type IComponent

Modifier and Type	Method and Description
List<IComponent>	IComponent.getComponents()

Methods in nuroko.core with parameters of type IComponent

Modifier and Type	Method and Description
void	IConstraint.applyTo(IComponent c)
static ALayerStack	Components.asLayerStack(IComponent comp)
static Join	Components.join(IComponent... components)
static Stack	Components.stack(IComponent... components)

Method parameters in nuroko.core with type arguments of type IComponent

Modifier and Type	Method and Description
static Join	Components.join(List<? extends IComponent> components)
static Stack	Components.stack(List<? extends IComponent> components)

Uses of IComponent in nuroko.module

Classes in nuroko.module that implement IComponent

Modifier and Type	Class and Description
class	AComponent
class	ACompoundComponent Abstract base class for components that combine other components.
class	ALayerStack Abstract base class representing a stack of AWeightLayer components
class	AOperationComponent Base class for components that perform a single operation on each element from input to output
class	AWeightLayer Abstract base class representing a weighted linear transformation.
class	Bias
class	CompoundLayerStack
class	Dropout Component that performs dropout on activation values.
class	GradientAmplifier
class	Identity
class	Join Class representing a side-by-side joining of components
class	NeuralNet
class	Normaliser
class	Operator
class	Sparsifier
class	Stack A stack of connected components, with the output of each feeding into the input of the next
class	ThinkingOp
class	TrainingOp

Fields in nuroko.module with type parameters of type IComponent

Modifier and Type	Field and Description
protected ArrayList<IComponent>	ACompoundComponent.components

Methods in nuroko.module that return IComponent

Modifier and Type	Method and Description
IComponent	ACompoundComponent.getComponent(int i)
IComponent	AComponent.getComponent(int i)
IComponent	Identity.getDownStack()
IComponent	AComponent.getDownStack()
IComponent	AComponent.getUpStack()
IComponent	Stack.topComponent()
IComponent	AComponent.topComponent()

Methods in nuroko.module that return types with arguments of type IComponent

Modifier and Type	Method and Description
List<IComponent>	Normaliser.getComponents()
List<IComponent>	NeuralNet.getComponents()
List<IComponent>	CompoundLayerStack.getComponents()
List<IComponent>	AOperationComponent.getComponents()
List<IComponent>	ACompoundComponent.getComponents()
Iterator<IComponent>	AComponent.iterator()

Constructor parameters in nuroko.module with type arguments of type IComponent

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

Uses of IComponent in nuroko.module.layers

Classes in nuroko.module.layers that implement IComponent

Modifier and Type	Class and Description
class	FullWeightLayer Fully connected weight layer
class	SparseWeightLayer Fully connected weight layer

Methods in nuroko.module.layers with parameters of type IComponent

Modifier and Type	Method and Description
void	WeightLengthConstraint.applyTo(IComponent c)
abstract void	AConstraint.applyTo(IComponent c)

Uses of IComponent in nuroko.module.loss

Methods in nuroko.module.loss with parameters of type IComponent

Modifier and Type	Method and Description
void	LossFunction.calculateErrorDerivative(mikera.vectorz.AVector output, mikera.vectorz.AVector target, IComponent comp) Calculates an error derivative, storing it in the output gradient of the given component