ForwardBackwardAlgorithm Class

Forward-Backward algorithms for Conditional Random Fields.

Inheritance Hierarchy

SystemObject
Accord.Statistics.Models.FieldsForwardBackwardAlgorithm

Namespace: Accord.Statistics.Models.Fields
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

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public static class ForwardBackwardAlgorithm

Public NotInheritable Class ForwardBackwardAlgorithm

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Methods

	Name	Description
	BackwardTObservation(FactorPotentialTObservation, TObservation, Int32)	Computes Backward probabilities for a given potential function and a set of observations.
	BackwardTObservation(FactorPotentialTObservation, TObservation, Double, Int32)	Computes Backward probabilities for a given potential function and a set of observations.
	BackwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Backward probabilities for a given potential function and a set of observations(no scaling).
	BackwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Backward probabilities for a given potential function and a set of observations.
	BackwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double, Double)	Computes Backward probabilities for a given potential function and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Int32)	Computes Forward probabilities for a given potential function and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Double, Int32)	Computes Forward probabilities for a given potential function and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Forward probabilities for a given potential function and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Forward probabilities for a given potential function and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double, Double)	Computes Forward probabilities for a given hidden Markov model and a set of observations.
	ForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double, Double)	Computes Forward probabilities for a given potential function and a set of observations.
	LogBackwardTObservation(FactorPotentialTObservation, TObservation, Int32)	Computes Backward probabilities for a given potential function and a set of observations.
	LogBackwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Backward probabilities for a given potential function and a set of observations(no scaling).
	LogBackwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Backward probabilities for a given potential function and a set of observations.
	LogForwardTObservation(FactorPotentialTObservation, TObservation, Int32)	Computes Forward probabilities for a given potential function and a set of observations.
	LogForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Forward probabilities for a given potential function and a set of observations.
	LogForwardTObservation(FactorPotentialTObservation, TObservation, Int32, Double)	Computes Forward probabilities for a given hidden Markov model and a set of observations.

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Reference

Accord.Statistics.Models.Fields Namespace