Class NonconjugateUsesEqualDefOp

UsesEqualDef operator to combine Gaussian and nonconjugate messages.

Inheritance

Object

NonconjugateUsesEqualDefOp

Inherited Members

Object.Equals(Object)

Object.Equals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ReferenceEquals(Object, Object)

Object.ToString()

Namespace: Microsoft.ML.Probabilistic.Factors

Assembly: Microsoft.ML.Probabilistic.dll

Syntax

[Quality(QualityBand.Experimental)]
public static class NonconjugateUsesEqualDefOp

Methods

MarginalAverageLogarithm(DistributionStructArray<NonconjugateGaussian, Double>[], DistributionStructArray<Gaussian, Double>, DistributionStructArray<Gaussian, Double>)

The marginal distribution is the same as the message to uses.

Declaration

public static DistributionStructArray<Gaussian, double> MarginalAverageLogarithm(DistributionStructArray<NonconjugateGaussian, double>[] Uses, DistributionStructArray<Gaussian, double> Def, DistributionStructArray<Gaussian, double> result)

Parameters

Type	Name	Description
DistributionStructArray<NonconjugateGaussian, Double>[]	Uses
DistributionStructArray<Gaussian, Double>	Def
DistributionStructArray<Gaussian, Double>	result

Returns

Type	Description
DistributionStructArray<Gaussian, Double>

MarginalAverageLogarithm(NonconjugateGaussian[], Gaussian, Gaussian)

Declaration

public static Gaussian MarginalAverageLogarithm(NonconjugateGaussian[] Uses, Gaussian Def, Gaussian result)

Parameters

Type	Name	Description
NonconjugateGaussian[]	Uses
Gaussian	Def
Gaussian	result

Returns

Type	Description
Gaussian

UsesAverageLogarithm(DistributionStructArray<NonconjugateGaussian, Double>[], DistributionStructArray<Gaussian, Double>, DistributionStructArray<Gaussian, Double>)

VMP Messages to Uses

Declaration

public static DistributionStructArray<Gaussian, double> UsesAverageLogarithm(DistributionStructArray<NonconjugateGaussian, double>[] Uses, DistributionStructArray<Gaussian, double> Def, DistributionStructArray<Gaussian, double> result)

Parameters

Type	Name	Description
DistributionStructArray<NonconjugateGaussian, Double>[]	Uses	Nonconjugate messages from uses
DistributionStructArray<Gaussian, Double>	Def	Gaussian message from Definition
DistributionStructArray<Gaussian, Double>	result	Previous message

Returns

Type	Description
DistributionStructArray<Gaussian, Double>

UsesAverageLogarithm(NonconjugateGaussian[], Gaussian, Gaussian)

Declaration

public static Gaussian UsesAverageLogarithm(NonconjugateGaussian[] Uses, Gaussian Def, Gaussian result)

Parameters

Type	Name	Description
NonconjugateGaussian[]	Uses
Gaussian	Def
Gaussian	result

Returns

Type	Description
Gaussian