C# Class AIMA.Probability.Reasoning.HiddenMarkovModel

Show file Open project: PaulMineau/AIMA.Net Class Usage Examples

Public Methods

Method	Description
HiddenMarkovModel ( RandomVariable priorDistribution, TransitionModel tm, SensorModel sm ) : AIMA.Probability
calculate_next_backward_message ( RandomVariable forwardBelief, RandomVariable present_backward_message, String perception ) : RandomVariable
forward ( RandomVariable aBelief, String perception ) : RandomVariable
forward ( RandomVariable aBelief, String action, String perception ) : RandomVariable
forward_backward ( List perceptions ) : List
perceptionUpdate ( RandomVariable aBelief, String perception ) : RandomVariable
predict ( RandomVariable aBelief, String action ) : RandomVariable
prior ( ) : RandomVariable
sensorModel ( ) : SensorModel
transitionModel ( ) : TransitionModel

Method Details

HiddenMarkovModel() public method

public HiddenMarkovModel ( RandomVariable priorDistribution, TransitionModel tm, SensorModel sm ) : AIMA.Probability
priorDistribution	RandomVariable
tm	TransitionModel
sm	SensorModel
return	AIMA.Probability

calculate_next_backward_message() public method

public calculate_next_backward_message ( RandomVariable forwardBelief, RandomVariable present_backward_message, String perception ) : RandomVariable
forwardBelief	RandomVariable
present_backward_message	RandomVariable
perception	String
return	RandomVariable

forward() public method

public forward ( RandomVariable aBelief, String perception ) : RandomVariable
aBelief	RandomVariable
perception	String
return	RandomVariable

forward() public method

public forward ( RandomVariable aBelief, String action, String perception ) : RandomVariable
aBelief	RandomVariable
action	String
perception	String
return	RandomVariable

forward_backward() public method

public forward_backward ( List perceptions ) : List
perceptions	List
return	List

perceptionUpdate() public method

public perceptionUpdate ( RandomVariable aBelief, String perception ) : RandomVariable
aBelief	RandomVariable
perception	String
return	RandomVariable

predict() public method

public predict ( RandomVariable aBelief, String action ) : RandomVariable
aBelief	RandomVariable
action	String
return	RandomVariable

prior() public method

public prior ( ) : RandomVariable
return	RandomVariable

sensorModel() public method

public sensorModel ( ) : SensorModel
return	SensorModel

transitionModel() public method

public transitionModel ( ) : TransitionModel
return	TransitionModel