beliefpropagation

Type Members

1. trait AnytimeProbabilisticBeliefPropagation extends ProbabilisticBeliefPropagation with Anytime

   Trait for Anytime BP algorithms

2. class BasicFactorGraph extends FactorGraph[Double]

   The basic implementation of FactorGraph for Probabilistic factors in BP

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

   Trait for performing belief propagation.

4. trait FactorGraph[T] extends AnyRef

   Trait for Factor graphs used by Belief Propagation algorithms

5. final class FactorNode extends Node

   Class for FactorNodes in a FactorGraph

6. abstract class MPEBeliefPropagation extends MPEAlgorithm with ProbabilisticBeliefPropagation

   BP algorithm to compute the most probable explanation.

7. trait Node extends AnyRef

   Trait for Nodes used in a Factor Graph

8. trait OneTimeProbabilisticBeliefPropagation extends ProbabilisticBeliefPropagation with OneTime

   Trait for One Time BP algorithms

9. trait ProbEvidenceBeliefPropagation extends ProbabilisticBeliefPropagation

10. abstract class ProbQueryBeliefPropagation extends ProbQueryAlgorithm with ProbabilisticBeliefPropagation with ProbEvidenceBeliefPropagation

    Class to implement a probability query BP algorithm

11. trait ProbabilisticBeliefPropagation extends BeliefPropagation[Double]

    Trait for probabilistic BP algorithms

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

    Class for VariableNodes in a FactorGraph