Class MaxProductBeliefPropagation

Max product belief propagation.

Inheritance

Object

AlgorithmBase

MaxProductBeliefPropagation

Implements

IAlgorithm

Inherited Members

AlgorithmBase.ModifyFactorAttributes(IExpression, AttributeRegistry<Object, ICompilerAttribute>)

AlgorithmBase.ForEachDefaultQueryType(Action<QueryType>)

AlgorithmBase.GetQueryTypeBinding(QueryType)

AlgorithmBase.DefaultNumberOfIterations

Object.Equals(Object)

Object.Equals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ReferenceEquals(Object, Object)

Object.ToString()

Namespace: Microsoft.ML.Probabilistic.Algorithms

Assembly: Microsoft.ML.Probabilistic.Compiler.dll

Syntax

public class MaxProductBeliefPropagation : AlgorithmBase, IAlgorithm

Properties

Name

Name of the algorithm

Declaration

public override string Name { get; }

Property Value

Type	Description
String

Overrides

AlgorithmBase.Name

ShortName

Short name of the algorithm

Declaration

public override string ShortName { get; }

Property Value

Type	Description
String

Overrides

AlgorithmBase.ShortName

Methods

GetAlgorithmConversionOperator(Type, IAlgorithm, Boolean, List<Object>)

Gets the operator which converts a message to/from another algorithm

Declaration

public override MethodReference GetAlgorithmConversionOperator(Type channelType, IAlgorithm alg2, bool isFromFactor, List<object> args)

Parameters

Type	Name	Description
Type	channelType	Type of message
IAlgorithm	alg2	The other algorithm
Boolean	isFromFactor	True if from, false if to
List<Object>	args	Where to add arguments of the operator

Returns

Type	Description
MethodReference	A method reference for the operator

Overrides

AlgorithmBase.GetAlgorithmConversionOperator(Type, IAlgorithm, Boolean, List<Object>)

GetEvidenceMethodName(List<ICompilerAttribute>)

Gets the suffix for Max Product evidence method

Declaration

public override string GetEvidenceMethodName(List<ICompilerAttribute> factorAttributes)

Parameters

Type	Name	Description
List<ICompilerAttribute>	factorAttributes

Returns

Type	Description
String

Overrides

AlgorithmBase.GetEvidenceMethodName(List<ICompilerAttribute>)

GetMessagePrototype(ChannelInfo, MessageDirection, IExpression, String, IList<QueryType>)

Declaration

public override IExpression GetMessagePrototype(ChannelInfo channelInfo, MessageDirection direction, IExpression marginalPrototypeExpression, string path, IList<QueryType> queryTypes)

Parameters

Type	Name	Description
ChannelInfo	channelInfo
MessageDirection	direction
IExpression	marginalPrototypeExpression
String	path
IList<QueryType>	queryTypes

Returns

Type	Description
IExpression

Overrides

AlgorithmBase.GetMessagePrototype(ChannelInfo, MessageDirection, IExpression, String, IList<QueryType>)

GetOperatorMethodSuffix(List<ICompilerAttribute>)

Gets the suffix for Max Product operator methods

Declaration

public override string GetOperatorMethodSuffix(List<ICompilerAttribute> factorAttributes)

Parameters

Type	Name	Description
List<ICompilerAttribute>	factorAttributes

Returns

Type	Description
String

Overrides

AlgorithmBase.GetOperatorMethodSuffix(List<ICompilerAttribute>)

GetVariableFactor(Boolean, Boolean)

Declaration

public override Delegate GetVariableFactor(bool derived, bool initialised)

Parameters

Type	Name	Description
Boolean	derived
Boolean	initialised

Returns

Type	Description
Delegate

Overrides

AlgorithmBase.GetVariableFactor(Boolean, Boolean)

Implements

IAlgorithm