Uses of Interface
gov.sandia.cognition.math.matrix.DifferentiableVectorFunction

Packages that use DifferentiableVectorFunction

Package	Description
gov.sandia.cognition.learning.function.vector	Provides functions that output vectors.
gov.sandia.cognition.math.matrix	Provides interfaces and classes for linear algebra.

Uses of DifferentiableVectorFunction in gov.sandia.cognition.learning.function.vector

Classes in gov.sandia.cognition.learning.function.vector that implement DifferentiableVectorFunction

Modifier and Type	Class and Description
class	DifferentiableGeneralizedLinearModel A GradientDescenable version of a GeneralizedLinearModel, in other words, a GeneralizedLinearModel where the squashing function is differentiable
class	ElementWiseDifferentiableVectorFunction An ElementWiseVectorFunction that is also a DifferentiableVectorFunction
class	LinearVectorFunction The LinearFunction class is a simple VectorFunction that just scales the given input vector by a scalar value.
class	MultivariateDiscriminant Allows learning algorithms (vectorizing, differentiating) on a matrix*vector multiply.
class	MultivariateDiscriminantWithBias A multivariate discriminant (matrix multiply) plus a constant vector that gets added to the output of the discriminant.

Methods in gov.sandia.cognition.learning.function.vector that return DifferentiableVectorFunction

Modifier and Type	Method and Description
DifferentiableVectorFunction	DifferentiableGeneralizedLinearModel.getSquashingFunction()

Constructors in gov.sandia.cognition.learning.function.vector with parameters of type DifferentiableVectorFunction

Constructor and Description
DifferentiableFeedforwardNeuralNetwork(int numInputs, int numHiddens, int numOutputs, DifferentiableVectorFunction activationFunction, java.util.Random random) Creates a new instance of FeedforwardNeuralNetwork
DifferentiableGeneralizedLinearModel(MultivariateDiscriminant matrixMultiply, DifferentiableVectorFunction squashingFunction) Creates a new instance of DifferentiableGeneralizedLinearModel

Uses of DifferentiableVectorFunction in gov.sandia.cognition.math.matrix

Subinterfaces of DifferentiableVectorFunction in gov.sandia.cognition.math.matrix

Modifier and Type	Interface and Description
interface	VectorizableDifferentiableVectorFunction A VectorizableVectorFunction that also define a derivative (this is needed for GradientDescendable).