com.cra.figaro.algorithm.learning

GeneralizedEM

class GeneralizedEM extends Algorithm with ParameterLearner

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Instance Constructors

  1. new GeneralizedEM(inferenceAlgorithmConstructor: (Seq[Element[_]]) ⇒ (Universe) ⇒ ProbQueryAlgorithm with OneTime, universe: Universe, targetParameters: Parameter[_]*)(numberOfIterations: Int)

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. var active: Boolean

    Attributes
    protected
    Definition Classes
    Algorithm
  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. def cleanUp(): Unit

    Called when the algorithm is killed.

    Called when the algorithm is killed. By default, does nothing. Can be overridden.

    Definition Classes
    Algorithm
  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. def doExpectationStep(): Map[Parameter[_], Seq[Double]]

    Attributes
    protected
  11. def doKill(): Unit

    Attributes
    protected
    Definition Classes
    GeneralizedEMAlgorithm
  12. def doMaximizationStep(parameterMapping: Map[Parameter[_], Seq[Double]]): Unit

    Attributes
    protected
  13. def doResume(): Unit

    Attributes
    protected
    Definition Classes
    GeneralizedEMAlgorithm
  14. def doStart(): Unit

    Attributes
    protected
    Definition Classes
    GeneralizedEMAlgorithm
  15. def doStop(): Unit

    Attributes
    protected
    Definition Classes
    GeneralizedEMAlgorithm
  16. def em(): Unit

    Attributes
    protected
  17. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  19. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  20. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  21. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  22. def initialize(): Unit

    Called when the algorithm is started before running any steps.

    Called when the algorithm is started before running any steps. By default, does nothing. Can be overridden.

    Definition Classes
    Algorithm
  23. def isActive: Boolean

    Definition Classes
    Algorithm
  24. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  25. def kill(): Unit

    Kill the algorithm so that it is inactive.

    Kill the algorithm so that it is inactive. It will no longer be able to provide answers.Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  26. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  27. final def notify(): Unit

    Definition Classes
    AnyRef
  28. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  29. val numberOfIterations: Int

  30. def resume(): Unit

    Resume the computation of the algorithm, if it has been stopped.

    Resume the computation of the algorithm, if it has been stopped. Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  31. def start(): Unit

    Start the algorithm and make it active.

    Start the algorithm and make it active. After it returns, the algorithm must be ready to provide answers. Throws AlgorithmActiveException if the algorithm is already active.

    Definition Classes
    Algorithm
  32. def stop(): Unit

    Stop the algorithm from computing.

    Stop the algorithm from computing. The algorithm is still ready to provide answers after it returns. Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  33. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  34. def toString(): String

    Definition Classes
    AnyRef → Any
  35. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  36. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  37. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ParameterLearner

Inherited from Algorithm

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Inherited from Any

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