beliefpropagation

Type Members

1. trait AnytimeInnerBPHandler extends InnerBPHandler

   

   Trait for running Factored Frontier with anytime Belief Propagation.

2. trait AnytimeProbabilisticBeliefPropagation extends ProbabilisticBeliefPropagation with Anytime

   

   Trait for Anytime BP algorithms.

3. class BasicFactorGraph extends FactorGraph[Double]

   

   The basic implementation of FactorGraph for Probabilistic factors in BP.

4. trait BeliefPropagation[T] extends FactoredAlgorithm[T]

   

   Trait for performing belief propagation.

   Trait for performing belief propagation.

   T

   The type of entries in the factors.

5. trait FactorGraph[T] extends AnyRef

   

   Trait for Factor graphs used by Belief Propagation algorithms.

6. final case class FactorNode(variables: Set[Variable[_]]) extends Node with Product with Serializable

   

   Class for FactorNodes in a FactorGraph.

7. trait InnerBPHandler extends AnyRef

   

   Trait for creating and running Belief Propagation within another algorithm.

8. abstract class MPEBeliefPropagation extends MPEAlgorithm with ProbabilisticBeliefPropagation

   

   BP algorithm to compute the most probable explanation.

9. trait Node extends AnyRef

   

   Trait for Nodes used in a Factor Graph.

10. trait OneTimeInnerBPHandler extends InnerBPHandler

    

    Trait for running Factored Frontier with one time Belief Propagation.

11. trait OneTimeProbEvidenceBeliefPropagation extends OneTimeProbabilisticBeliefPropagation with OneTimeProbEvidence with ProbEvidenceBeliefPropagation

    

    Trait for One Time BP evidence algorithms.

12. trait OneTimeProbabilisticBeliefPropagation extends ProbabilisticBeliefPropagation with OneTime

    

    Trait for One Time BP algorithms.

13. trait ProbEvidenceBeliefPropagation extends ProbabilisticBeliefPropagation with ProbEvidenceAlgorithm

    

14. abstract class ProbQueryBeliefPropagation extends ProbQueryAlgorithm with ProbabilisticBeliefPropagation

    

    Class to implement a probability query BP algorithm.

15. trait ProbabilisticBeliefPropagation extends BeliefPropagation[Double]

    

    Trait for probabilistic BP algorithms.

16. case class VariableNode(variable: Variable[_]) extends Node with Product with Serializable

    

    Class for VariableNodes in a FactorGraph.