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.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

5.  def beta(a: Double, b: Double): Stochastic[Double]

   Definition Classes

   ContinuousDistributions

6.  def choose[A](distribution: Dist[A])(implicit ev: (DenseVector[Double]) ⇒ QuasiTensor[Int, Double], sumImpl: breeze.linalg.sum.Impl[DenseVector[Double], Double]): Stochastic[A]

   Definition Classes

   DiscreteDistributions

7.  def clone(): AnyRef

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

8.  def coin: Stochastic[Boolean]

   Definition Classes

   DiscreteDistributions

9.  def coin(p: Prob = 0.5): Stochastic[Boolean]

   Definition Classes

   DiscreteDistributions

10.  def continuousUniform(a: Double, b: Double): Stochastic[Double]

    Definition Classes

    ContinuousDistributions

11.  def continuousUniform: Stochastic[Double]

    Definition Classes

    ContinuousDistributions

12.  def discreteUniform(n: Int): Stochastic[Int]

    Definition Classes

    DiscreteDistributions

13.  def discreteUniform[A](values: Seq[A]): Stochastic[A]

    Definition Classes

    DiscreteDistributions

14.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

15.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

16.  def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

17.  def fromMass(mass: Iterable[Prob]): Stochastic[Int]

    Definition Classes

    DiscreteDistributions

18.  def gaussian(mean: Double, std: Double): Stochastic[Double]

    Definition Classes

    ContinuousDistributions

19.  def gaussian: Stochastic[Double]

    Definition Classes

    ContinuousDistributions

20.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

21.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

22.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

23.  def maxEntropy[A](init: Stochastic[A], inverseTemp: Double, burnIn: Int = defaultSampleBurnIn, interval: Int = defaultSampleInterval)(costFunc: (A) ⇒ Double)(symmetricTransitionFunction: (A) ⇒ Stochastic[A]): Stochastic[A]

    Definition Classes

    MetropolisDistributions

24.  def metropolis[A](init: Stochastic[A], burnIn: Int = defaultSampleBurnIn, interval: Int = defaultSampleInterval)(logUnnormalizedProbabilityOf: (A) ⇒ Double)(symmetricTransitionFunction: (A) ⇒ Stochastic[A]): Stochastic[A]

    Definition Classes

    MetropolisDistributions

25.  def metropolisHastings[A](init: Stochastic[A], burnIn: Int = defaultSampleBurnIn, interval: Int = defaultSampleInterval)(logUnnormalizedProbabilityOf: (A) ⇒ Double)(logTransitionFunction: (A) ⇒ Stochastic[(A, Double, Double)]): Stochastic[A]

    Definition Classes

    MetropolisDistributions

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.  def posterior[A, O](prior: Stochastic[A], observations: Seq[O], burnIn: Int = defaultSampleBurnIn, interval: Int = defaultSampleInterval)(likelihood: (A, O) ⇒ Prob): Stochastic[A]

    Definition Classes

    PosteriorDistributions

30.  def posteriorByLog[A, O](prior: Stochastic[A], observations: Seq[O], burnIn: Int = defaultSampleBurnIn, interval: Int = defaultSampleInterval)(logLikelihood: (A, O) ⇒ Double): Stochastic[A]

    Definition Classes

    PosteriorDistributions

31.  val randomGenerator: RandomGenerator

    Definition Classes

    AllDistributions → Distributions

32.  final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes

    AnyRef

33.  def toString(): String

    Definition Classes

    AnyRef → Any

34.  final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

35.  final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

36.  final def wait(arg0: Long): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )