Discrete Class

Infer.NET Documentation

Microsoft Research, Cambridge

An arbitrary distribution over integers [0,D-1].

Inheritance Hierarchy

System�Object
��MicrosoftResearch.Infer.Distributions�Discrete

Namespace:�MicrosoftResearch.Infer.Distributions
Assembly:�Infer.Runtime (in Infer.Runtime.dll) Version: 2.5.30417.0 (2.5.30417.0)

Syntax

C++

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[SerializableAttribute]
[Quality(QualityBand.Mature)]
public�class�Discrete : IDistribution<int>, ICloneable, 
	HasPoint<int>, CanGetLogProb<int>, IXmlSerializable, SettableTo<Discrete>, 
	SettableToProduct<Discrete>, SettableToProduct<Discrete, Discrete>, 
	Diffable, SettableToUniform, SettableToRatio<Discrete>, SettableToRatio<Discrete, Discrete>, 
	SettableToPower<Discrete>, SettableToWeightedSum<Discrete>, CanGetLogAverageOf<Discrete>, 
	CanGetLogAverageOfPower<Discrete>, CanGetAverageLog<Discrete>, Sampleable<int>, 
	CanGetMean<double>, CanGetVariance<double>

[SerializableAttribute]
[Quality(QualityBand.Mature)]
public�class�Discrete : IDistribution<int>, ICloneable, 
	HasPoint<int>, CanGetLogProb<int>, IXmlSerializable, SettableTo<Discrete>, 
	SettableToProduct<Discrete>, SettableToProduct<Discrete, Discrete>, 
	Diffable, SettableToUniform, SettableToRatio<Discrete>, SettableToRatio<Discrete, Discrete>, 
	SettableToPower<Discrete>, SettableToWeightedSum<Discrete>, CanGetLogAverageOf<Discrete>, 
	CanGetLogAverageOfPower<Discrete>, CanGetAverageLog<Discrete>, Sampleable<int>, 
	CanGetMean<double>, CanGetVariance<double>

[<SerializableAttribute>]
[<Quality(QualityBand.Mature)>]
type�Discrete =  
    class�
��������interface�IDistribution<int>
        interface�ICloneable�
��������interface�HasPoint<int>
        interface�CanGetLogProb<int>
        interface�IXmlSerializable�
��������interface�SettableTo<Discrete>
        interface�SettableToProduct<Discrete>
        interface�SettableToProduct<Discrete, Discrete>
        interface�Diffable�
��������interface�SettableToUniform�
��������interface�SettableToRatio<Discrete>
        interface�SettableToRatio<Discrete, Discrete>
        interface�SettableToPower<Discrete>
        interface�SettableToWeightedSum<Discrete>
        interface�CanGetLogAverageOf<Discrete>
        interface�CanGetLogAverageOfPower<Discrete>
        interface�CanGetAverageLog<Discrete>
        interface�Sampleable<int>
        interface�CanGetMean<float>
        interface�CanGetVariance<float>
    end

[<SerializableAttribute>]
[<Quality(QualityBand.Mature)>]
type�Discrete =  
    class�
��������interface�IDistribution<int>
        interface�ICloneable�
��������interface�HasPoint<int>
        interface�CanGetLogProb<int>
        interface�IXmlSerializable�
��������interface�SettableTo<Discrete>
        interface�SettableToProduct<Discrete>
        interface�SettableToProduct<Discrete, Discrete>
        interface�Diffable�
��������interface�SettableToUniform�
��������interface�SettableToRatio<Discrete>
        interface�SettableToRatio<Discrete, Discrete>
        interface�SettableToPower<Discrete>
        interface�SettableToWeightedSum<Discrete>
        interface�CanGetLogAverageOf<Discrete>
        interface�CanGetLogAverageOfPower<Discrete>
        interface�CanGetAverageLog<Discrete>
        interface�Sampleable<int>
        interface�CanGetMean<float>
        interface�CanGetVariance<float>
    end

[SerializableAttribute]
[Quality(QualityBand::Mature)]
public�ref class�Discrete : IDistribution<int>, 
	ICloneable, HasPoint<int>, CanGetLogProb<int>, IXmlSerializable, SettableTo<Discrete^>, 
	SettableToProduct<Discrete^>, SettableToProduct<Discrete^, Discrete^>, 
	Diffable, SettableToUniform, SettableToRatio<Discrete^>, SettableToRatio<Discrete^, Discrete^>, 
	SettableToPower<Discrete^>, SettableToWeightedSum<Discrete^>, CanGetLogAverageOf<Discrete^>, 
	CanGetLogAverageOfPower<Discrete^>, CanGetAverageLog<Discrete^>, Sampleable<int>, 
	CanGetMean<double>, CanGetVariance<double>

[SerializableAttribute]
[Quality(QualityBand::Mature)]
public�ref class�Discrete : IDistribution<int>, 
	ICloneable, HasPoint<int>, CanGetLogProb<int>, IXmlSerializable, SettableTo<Discrete^>, 
	SettableToProduct<Discrete^>, SettableToProduct<Discrete^, Discrete^>, 
	Diffable, SettableToUniform, SettableToRatio<Discrete^>, SettableToRatio<Discrete^, Discrete^>, 
	SettableToPower<Discrete^>, SettableToWeightedSum<Discrete^>, CanGetLogAverageOf<Discrete^>, 
	CanGetLogAverageOfPower<Discrete^>, CanGetAverageLog<Discrete^>, Sampleable<int>, 
	CanGetMean<double>, CanGetVariance<double>

<SerializableAttribute> _
<Quality(QualityBand.Mature)> _
Public�Class�Discrete _
	Implements�IDistribution(Of�Integer), ICloneable, HasPoint(Of�Integer),  _
	CanGetLogProb(Of�Integer), IXmlSerializable, SettableTo(Of�Discrete),  _
	SettableToProduct(Of�Discrete), SettableToProduct(Of�Discrete, Discrete),  _
	Diffable, SettableToUniform, SettableToRatio(Of�Discrete), SettableToRatio(Of�Discrete, Discrete),  _
	SettableToPower(Of�Discrete), SettableToWeightedSum(Of�Discrete), CanGetLogAverageOf(Of�Discrete),  _
	CanGetLogAverageOfPower(Of�Discrete), CanGetAverageLog(Of�Discrete), Sampleable(Of�Integer),  _
	CanGetMean(Of�Double), CanGetVariance(Of�Double)

<SerializableAttribute> _
<Quality(QualityBand.Mature)> _
Public�Class�Discrete _
	Implements�IDistribution(Of�Integer), ICloneable, HasPoint(Of�Integer),  _
	CanGetLogProb(Of�Integer), IXmlSerializable, SettableTo(Of�Discrete),  _
	SettableToProduct(Of�Discrete), SettableToProduct(Of�Discrete, Discrete),  _
	Diffable, SettableToUniform, SettableToRatio(Of�Discrete), SettableToRatio(Of�Discrete, Discrete),  _
	SettableToPower(Of�Discrete), SettableToWeightedSum(Of�Discrete), CanGetLogAverageOf(Of�Discrete),  _
	CanGetLogAverageOfPower(Of�Discrete), CanGetAverageLog(Of�Discrete), Sampleable(Of�Integer),  _
	CanGetMean(Of�Double), CanGetVariance(Of�Double)

Remarks

The distribution is represented by a normalized Vector of length D. In the case of a point mass, the first element is infinity and the second element holds the point location. The probability of value x is available as this[x] or GetLogProb(x).