Class Mixture<TDist, TDomain, TThis>

A mixture of distributions of the same type

Inheritance
Object
MixtureEstimator<TDist>
Mixture<TDist, TDomain, TThis>
Inherited Members
Namespace: Microsoft.ML.Probabilistic.Distributions
Assembly: Microsoft.ML.Probabilistic.dll
Syntax
public class Mixture<TDist, TDomain, TThis> : MixtureEstimator<TDist>, Estimator<MixtureEstimator<TDist>>, Accumulator<TDist>, IDistribution<TDomain>, IDistribution, ICloneable, Diffable, SettableToUniform, HasPoint<TDomain>, CanGetLogProb<TDomain>, Sampleable<TDomain>, SettableToProduct<TThis>, SettableToProduct<TThis, TThis>, CanGetLogAverageOf<TThis>, CanGetAverageLog<TThis> where TDist : CanGetLogAverageOf<TDist>, CanGetLogProb<TDomain>, Sampleable<TDomain>, IDistribution<TDomain> where TThis : Mixture<TDist, TDomain, TThis>
Type Parameters
Name Description
TDist

The distribution type
TDomain

The domain type
TThis

For use when subclassing, the type of the subclass

Properties

IsPointMass

Declaration
public bool IsPointMass { get; }
Property Value
Type Description
Boolean

Point

Declaration
public TDomain Point { get; set; }
Property Value
Type Description
TDomain

Methods

Clone()

Declaration
public virtual object Clone()
Returns
Type Description
Object

GetAverageLog(TThis)

Declaration
public double GetAverageLog(TThis that)
Parameters
Type Name Description
TThis that
Returns
Type Description
Double

GetLogAverageOf(TDist)

Declaration
public double GetLogAverageOf(TDist that)
Parameters
Type Name Description
TDist that
Returns
Type Description
Double

GetLogAverageOf(TThis)

Declaration
public virtual double GetLogAverageOf(TThis that)
Parameters
Type Name Description
TThis that
Returns
Type Description
Double

GetLogProb(TDomain)

Declaration
public double GetLogProb(TDomain value)
Parameters
Type Name Description
TDomain value
Returns
Type Description
Double

IsUniform()

Declaration
public bool IsUniform()
Returns
Type Description
Boolean

MaxDiff(Object)

Declaration
public double MaxDiff(object that)
Parameters
Type Name Description
Object that
Returns
Type Description
Double

Sample()

Declaration
public TDomain Sample()
Returns
Type Description
TDomain

Sample(TDomain)

Declaration
public TDomain Sample(TDomain result)
Parameters
Type Name Description
TDomain result
Returns
Type Description
TDomain

SetComponents(IEnumerable<TDist>)

Replaces the components of this distribution with the specified components (with equal weight).

Declaration
public void SetComponents(IEnumerable<TDist> components)
Parameters
Type Name Description
IEnumerable<TDist> components

The new mixture components

SetToProduct(TThis, TThis)

Declaration
public virtual void SetToProduct(TThis a, TThis b)
Parameters
Type Name Description
TThis a
TThis b

SetToUniform()

Declaration
public void SetToUniform()

ToString()

Declaration
public override string ToString()
Returns
Type Description
String
Overrides

Implements