Trait

com.cra.figaro.algorithm.sampling

BaseProbQuerySampler

Related Doc: package sampling

Permalink

trait BaseProbQuerySampler[U[_]] extends BaseProbQueryAlgorithm[U]

A base trait for sampling algorithms that compute conditional probabilities of queries, and that use the projection of all the samples of a target variable to calculate the distribution of that variable or the expectation of a function on that variable. Generic type U is either Element or Reference.

Linear Supertypes
Known Subclasses
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. BaseProbQuerySampler
  2. BaseProbQueryAlgorithm
  3. Algorithm
  4. AnyRef
  5. Any
  1. Hide All
  2. Show all
Visibility
  1. Public
  2. All

Type Members

  1. class NotATargetException[T] extends AlgorithmException

    Permalink
    Definition Classes
    BaseProbQueryAlgorithm

Abstract Value Members

  1. abstract def doDistribution[T](target: U[T]): Stream[(Double, T)]

    Permalink
    Attributes
    protected
    Definition Classes
    BaseProbQueryAlgorithm
  2. abstract def doExpectation[T](target: U[T], function: (T) ⇒ Double): Double

    Permalink
    Attributes
    protected
    Definition Classes
    BaseProbQueryAlgorithm
  3. abstract def doKill(): Unit

    Permalink
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    Algorithm
  4. abstract def doProbability[T](target: U[T], predicate: (T) ⇒ Boolean): Double

    Permalink
    Attributes
    protected
    Definition Classes
    BaseProbQueryAlgorithm
  5. abstract def doResume(): Unit

    Permalink
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    Algorithm
  6. abstract def doStart(): Unit

    Permalink
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    Algorithm
  7. abstract def doStop(): Unit

    Permalink
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    Algorithm
  8. abstract def getTotalWeight: Double

    Permalink

    Total weight of samples taken, in log space

  9. abstract val queryTargets: Seq[U[_]]

    Permalink
    Definition Classes
    BaseProbQueryAlgorithm

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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

    Permalink
    Definition Classes
    AnyRef → Any
  4. var active: Boolean

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

    Permalink
    Definition Classes
    Any
  6. def cleanUp(): Unit

    Permalink

    Called when the algorithm is killed.

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

    Definition Classes
    Algorithm
  7. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def computeDistribution[T](target: U[T]): Stream[(Double, T)]

    Permalink

    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
    BaseProbQuerySamplerBaseProbQueryAlgorithm
  9. def computeExpectation[T](target: U[T], function: (T) ⇒ Double): Double

    Permalink

    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
    BaseProbQuerySamplerBaseProbQueryAlgorithm
  10. def computeProbability[T](target: U[T], predicate: (T) ⇒ Boolean): Double

    Permalink

    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
  11. def computeProjection[T](target: U[T]): List[(T, Double)]

    Permalink
    Attributes
    protected[com.cra.figaro.algorithm]
    Definition Classes
    BaseProbQueryAlgorithm
  12. def distribution[T](target: U[T]): Stream[(Double, T)]

    Permalink

    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
  13. def doProjection[T](target: U[T]): List[(T, Double)]

    Permalink
    Attributes
    protected
    Definition Classes
    BaseProbQueryAlgorithm
  14. final def eq(arg0: AnyRef): Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  16. def expectation[T](target: U[T], function: (T) ⇒ Double): Double

    Permalink

    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
  17. def finalize(): Unit

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

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

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

    Permalink

    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
  21. def isActive: Boolean

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

    Permalink
    Definition Classes
    Any
  23. def kill(): Unit

    Permalink

    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
  24. def mean(target: U[Double]): Double

    Permalink

    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
  25. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  26. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  27. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  28. def probability[T](target: U[T], value: T): Double

    Permalink

    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
  29. def probability[T](target: U[T], predicate: (T) ⇒ Boolean): Double

    Permalink

    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
  30. def resume(): Unit

    Permalink

    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

    Permalink

    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

    Permalink

    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

    Permalink
    Definition Classes
    AnyRef
  34. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any
  35. def variance(target: U[Double]): Double

    Permalink

    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
  36. final def wait(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from BaseProbQueryAlgorithm[U]

Inherited from Algorithm

Inherited from AnyRef

Inherited from Any

Ungrouped