factored

Type Members

1. case class AbstractFactor(variables: List[Variable[_]]) extends Product with Serializable

   Abstract factors with no rows associated with variables.

2. trait DivideableSemiRing[T] extends Semiring[T]

3. class ElementVariable[T] extends Variable[T]

   Variables generated from elements.

4. class Factor[T] extends AnyRef

   General class of factors.

5. trait FactoredAlgorithm[T] extends Algorithm

   Trait for algorithms that use factors.

6. class MPEVariableElimination extends OneTimeMPE with ProbabilisticVariableElimination

   Variable elimination algorithm to compute the most probable explanation.

7. class ParameterizedVariable[T] extends ElementVariable[T]

   Variables generated from parameterized elements

8. trait ProbFactorMaker extends AnyRef

   Trait of elements for which probabilistic factors can be created.

9. class ProbQueryVariableElimination extends OneTimeProbQuery with ProbabilisticVariableElimination

   Variable elimination algorithm that computes the conditional probability of query elements.

10. trait ProbabilisticVariableElimination extends VariableElimination[Double]

    Variable elimination over probabilistic factors.

11. trait Semiring[T] extends AnyRef

    Operations in factored algorithms are defined by a semiring algebraic structure.

12. class SufficientStatisticsSemiring extends Semiring[(Double, Map[Parameter[_], Seq[Double]])]

    Sum and product operations defined for sufficient statistics.

13. class SufficientStatisticsVariableElimination extends VariableElimination[(Double, Map[Parameter[_], Seq[Double]])]

    Variable elimination for sufficient statistics factors.

14. class VEGraph extends AnyRef

    Induced graph for variable elimination.

15. class Variable[T] extends AnyRef

    Variables that appear in factors.

16. trait VariableElimination[T] extends FactoredAlgorithm[T] with OneTime

    Trait of algorithms that perform variable elimination.

17. case class VariableInfo(factors: Set[AbstractFactor], neighbors: Set[Variable[_]]) extends Product with Serializable

    Information associated with a variable during variable elimination, including the factors to which it belongs and variables with which it shares a factor.