mikera.vectorz.ops

Class ALinearOp

java.lang.Object

mikera.vectorz.Op

mikera.vectorz.ops.APolynomialOp

mikera.vectorz.ops.ALinearOp

All Implemented Interfaces:

ITransform, IOp

Direct Known Subclasses:

Constant, Identity, Linear, Offset

public abstract class ALinearOp
extends APolynomialOp

Constructor Summary

Constructors

Constructor and Description
ALinearOp()

Method Summary

Methods

Modifier and Type	Method and Description
void	applyTo(AVector v)
void	applyTo(INDArray a)
Op	compose(Op op)
double	derivative(double x) Returns the derivative of this Op for a given input value x i.e.
double	derivativeForOutput(double y) Returns the derivative of this Op for a given output value y i.e.
abstract double	getConstant()
Op	getDerivativeOp()
abstract double	getFactor()
boolean	hasDerivative()
boolean	hasInverse()
Op	sum(ALinearOp op)
Op	sum(Op op)

Methods inherited from class mikera.vectorz.Op

apply, applyInverse, applyTo, applyTo, applyTo, applyTo, applyTo, applyTo, averageValue, compose, constrainValues, divide, getInverse, getTransform, hasDerivativeForOutput, inputDimensions, isBounded, isDomainBounded, isStochastic, maxDomain, maxValue, minDomain, minValue, outputDimensions, product, toString, transform, validateOutput

Methods inherited from class java.lang.Object

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

Constructor Detail

ALinearOp

public ALinearOp()

Method Detail

getFactor

public abstract double getFactor()

getConstant

public abstract double getConstant()

hasDerivative

public boolean hasDerivative()

Overrides:

hasDerivative in class Op

applyTo

public void applyTo(INDArray a)

Overrides:

applyTo in class Op

applyTo

public void applyTo(AVector v)

Specified by:

applyTo in interface IOp

Overrides:

applyTo in class Op

derivative

public double derivative(double x)

Description copied from class: Op

Returns the derivative of this Op for a given input value x i.e. f'(x) where f is the operator

Overrides:

derivative in class Op

Returns:

derivativeForOutput

public double derivativeForOutput(double y)

Description copied from class: Op

Returns the derivative of this Op for a given output value y i.e. f'(g(y)) where f is the operator, g is the inverse of f

Overrides:

derivativeForOutput in class Op

Returns:

getDerivativeOp

public Op getDerivativeOp()

Overrides:

getDerivativeOp in class Op

hasInverse

public boolean hasInverse()

Overrides:

hasInverse in class Op

compose

public Op compose(Op op)

Overrides:

compose in class Op

sum

public Op sum(ALinearOp op)

sum

public Op sum(Op op)

Overrides:

sum in class Op