t

com.cra.figaro.algorithm.sampling

AnytimeProbQuerySampler

trait AnytimeProbQuerySampler extends AnytimeProbQuery with AnytimeSampler

Anytime sampling algorithms that compute conditional probability of query elements.

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Inherited
  1. AnytimeProbQuerySampler
  2. AnytimeSampler
  3. Sampler
  4. AnytimeProbQuery
  5. Anytime
  6. ProbQueryAlgorithm
  7. BaseProbQueryAlgorithm
  8. Algorithm
  9. AnyRef
  10. Any
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Visibility
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Type Members

  1. class Runner extends Actor

    A class representing the actor running the algorithm.

    A class representing the actor running the algorithm.

    Definition Classes
    Anytime
  2. case class ComputeDistribution [T](target: Element[T]) extends Service with Product with Serializable

    A message instructing the handler to compute the distribution of the target element.

    A message instructing the handler to compute the distribution of the target element.

    Definition Classes
    AnytimeProbQuery
  3. case class ComputeExpectation [T](target: Element[T], function: (T) ⇒ Double) extends Service with Product with Serializable

    A message instructing the handler to compute the expectation of the target element under the given function.

    A message instructing the handler to compute the expectation of the target element under the given function.

    Definition Classes
    AnytimeProbQuery
  4. case class ComputeProbability [T](target: Element[T], predicate: (T) ⇒ Boolean) extends Service with Product with Serializable

    A message instructing the handler to compute the probability of the predicate for the target element.

    A message instructing the handler to compute the probability of the predicate for the target element.

    Definition Classes
    AnytimeProbQuery
  5. case class ComputeProjection [T](target: Element[T]) extends Service with Product with Serializable

    A message instructing the handler to compute the projection of the target element.

    A message instructing the handler to compute the projection of the target element.

    Definition Classes
    AnytimeProbQuery
  6. case class Distribution [T](distribution: Stream[(Double, T)]) extends Response with Product with Serializable

    A message from the handler containing the distribution of the previously requested element.

    A message from the handler containing the distribution of the previously requested element.

    Definition Classes
    AnytimeProbQuery
  7. case class Expectation (expectation: Double) extends Response with Product with Serializable

    A message from the handler containing the expected value of the previously requested element and function.

    A message from the handler containing the expected value of the previously requested element and function.

    Definition Classes
    AnytimeProbQuery
  8. case class Probability (probability: Double) extends Response with Product with Serializable

    A message from the handler containing the probability of the previously requested predicate and element.

    A message from the handler containing the probability of the previously requested predicate and element.

    Definition Classes
    AnytimeProbQuery
  9. case class Projection [T](projection: List[(T, Double)]) extends Response with Product with Serializable

    A message from the handler containing the projection of the previously requested element.

    A message from the handler containing the projection of the previously requested element.

    Definition Classes
    AnytimeProbQuery
  10. class NotATargetException [T] extends AlgorithmException
    Definition Classes
    BaseProbQueryAlgorithm

Abstract Value Members

  1. abstract def computeDistribution[T](target: Element[T]): Stream[(Double, T)]

    Return an estimate of the marginal probability distribution over the target that lists each element with its probability.

    Return an estimate of the marginal probability distribution over the target that lists each element with its probability. The result is a lazy stream. It is up to the algorithm how the stream is ordered.

    Definition Classes
    BaseProbQueryAlgorithm
  2. abstract def computeExpectation[T](target: Element[T], function: (T) ⇒ Double): Double

    Return an estimate of the expectation of the function under the marginal probability distribution of the target.

    Return an estimate of the expectation of the function under the marginal probability distribution of the target.

    Definition Classes
    BaseProbQueryAlgorithm
  3. abstract def doSample(): Unit
    Attributes
    protected
    Definition Classes
    Sampler
  4. abstract val queryTargets: Seq[Element[_]]
    Definition Classes
    BaseProbQueryAlgorithm
  5. abstract def resetCounts(): Unit
    Attributes
    protected
    Definition Classes
    Sampler
  6. abstract val universe: Universe
    Definition Classes
    ProbQueryAlgorithm
  7. abstract def update(): Unit
    Attributes
    protected
    Definition Classes
    Sampler

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. val active: Boolean
    Attributes
    protected
    Definition Classes
    Algorithm
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def awaitResponse(response: Future[Any], duration: Duration): Response
    Attributes
    protected
    Definition Classes
    Anytime
  7. val blockSize: Int

    Number of samples that should be taken in a single step of the algorithm.

    Number of samples that should be taken in a single step of the algorithm.

    Definition Classes
    AnytimeSampler
  8. def check[T](target: Element[T]): Unit
    Attributes
    protected
    Definition Classes
    BaseProbQueryAlgorithm
  9. 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
  10. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def computeProbability[T](target: Element[T], predicate: (T) ⇒ Boolean): Double

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target.

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target.

    Definition Classes
    BaseProbQueryAlgorithm
  12. def computeProjection[T](target: Element[T]): List[(T, Double)]
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    BaseProbQueryAlgorithm
  13. val customConf: Config

    The actor running the algorithm.

    The actor running the algorithm.

    Definition Classes
    Anytime
  14. def distribution[T](target: Element[T]): Stream[(Double, T)]

    Return an estimate of the marginal probability distribution over the target that lists each element with its probability.

    Return an estimate of the marginal probability distribution over the target that lists each element with its probability. The result is a lazy stream. It is up to the algorithm how the stream is ordered. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  15. def doDistribution[T](target: Element[T]): Stream[(Double, T)]
    Attributes
    protected
    Definition Classes
    AnytimeProbQueryBaseProbQueryAlgorithm
  16. def doExpectation[T](target: Element[T], function: (T) ⇒ Double): Double
    Attributes
    protected
    Definition Classes
    AnytimeProbQueryBaseProbQueryAlgorithm
  17. def doKill(): Unit
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    AnytimeAlgorithm
  18. def doProbability[T](target: Element[T], predicate: (T) ⇒ Boolean): Double
    Attributes
    protected
    Definition Classes
    AnytimeProbQueryBaseProbQueryAlgorithm
  19. def doProjection[T](target: Element[T]): List[(T, Double)]
    Attributes
    protected
    Definition Classes
    AnytimeProbQueryBaseProbQueryAlgorithm
  20. def doResume(): Unit
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    AnytimeAlgorithm
  21. def doStart(): Unit
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    AnytimeAlgorithm
  22. def doStop(): Unit
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    AnytimeAlgorithm
  23. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  25. def expectation[T](target: Element[T])(function: (T) ⇒ Double, c: Any = DummyImplicit): Double

    Return an estimate of the expectation of the function under the marginal probability distribution of the target.

    Return an estimate of the expectation of the function under the marginal probability distribution of the target. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  26. def expectation[T](target: Element[T], function: (T) ⇒ Double): Double

    Return an estimate of the expectation of the function under the marginal probability distribution of the target.

    Return an estimate of the expectation of the function under the marginal probability distribution of the target. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  27. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  29. def handle(service: Service): Response

    A handler of services provided by the algorithm.

    A handler of services provided by the algorithm.

    Definition Classes
    AnytimeProbQueryAnytime
  30. def hashCode(): Int
    Definition Classes
    AnyRef → Any
  31. def initialize(): Unit

    Called when the algorithm starts before running any steps.

    Called when the algorithm starts before running any steps.

    Definition Classes
    AnytimeSamplerAlgorithm
  32. def isActive: Boolean
    Definition Classes
    Algorithm
  33. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  34. 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
  35. def mean(target: Element[Double]): Double

    Return the mean of the probability density function for the given continuous element.

    Return the mean of the probability density function for the given continuous element.

    Definition Classes
    BaseProbQueryAlgorithm
  36. implicit val messageTimeout: Timeout

    default message timeout.

    default message timeout. Increase if queries to the algorithm fail due to timeout

    Definition Classes
    Anytime
  37. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  38. final def notify(): Unit
    Definition Classes
    AnyRef
  39. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  40. def posteriorElement[T](target: Element[T], universe: Universe = Universe.universe): Element[T]

    Return an element representing the posterior probability distribution of the given element.

    Return an element representing the posterior probability distribution of the given element.

    Definition Classes
    ProbQueryAlgorithm
  41. def probability[T](target: Element[T], value: T): Double

    Return an estimate of the probability that the target produces the value.

    Return an estimate of the probability that the target produces the value. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  42. def probability[T](target: Element[T])(predicate: (T) ⇒ Boolean, c: Any = DummyImplicit): Double

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target.

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  43. def probability[T](target: Element[T], predicate: (T) ⇒ Boolean): Double

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target.

    Return an estimate of the probability of the predicate under the marginal probability distribution of the target. Throws NotATargetException if called on a target that is not in the list of targets of the algorithm. Throws AlgorithmInactiveException if the algorithm is inactive.

    Definition Classes
    BaseProbQueryAlgorithm
  44. 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
  45. def runStep(): Unit

    Run a single step of the algorithm.

    Run a single step of the algorithm. The algorithm must be able to provide answers after each step.

    Definition Classes
    AnytimeSamplerAnytime
  46. val runner: ActorRef
    Definition Classes
    Anytime
  47. val running: Boolean
    Definition Classes
    Anytime
  48. def shutdown: Unit

    Release all resources from this anytime algorithm.

    Release all resources from this anytime algorithm.

    Definition Classes
    Anytime
  49. 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
  50. 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
  51. def stopUpdate(): Unit

    Override the stopUpdate function in anytime to call the sampler update function

    Override the stopUpdate function in anytime to call the sampler update function

    Definition Classes
    AnytimeSamplerAnytime
  52. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  53. val system: ActorSystem
    Definition Classes
    Anytime
  54. def toString(): String
    Definition Classes
    AnyRef → Any
  55. def variance(target: Element[Double]): Double

    Return the variance of the probability density function for the given continuous element.

    Return the variance of the probability density function for the given continuous element.

    Definition Classes
    BaseProbQueryAlgorithm
  56. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  57. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  58. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AnytimeSampler

Inherited from Sampler

Inherited from AnytimeProbQuery

Inherited from Anytime

Inherited from ProbQueryAlgorithm

Inherited from Algorithm

Inherited from AnyRef

Inherited from Any

Ungrouped