p

spire

random

package random

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Type Members

  1. case class Const [+A](a: A) extends Op[A] with Product with Serializable
  2. trait Dist [A] extends Any
  3. trait DistEuclideanRing [A] extends EuclideanRing[Dist[A]] with DistRing[A]
  4. trait DistField [A] extends Field[Dist[A]] with DistEuclideanRing[A]
  5. class DistFromGen [A] extends Dist[A]
  6. trait DistInnerProductSpace [V, K] extends DistVectorSpace[V, K] with InnerProductSpace[Dist[V], Dist[K]]
  7. trait DistInstances0 extends AnyRef
  8. trait DistInstances1 extends DistInstances0
  9. trait DistInstances2 extends DistInstances1
  10. trait DistInstances3 extends DistInstances2
  11. trait DistInstances4 extends DistInstances3
  12. trait DistInstances5 extends DistInstances4
  13. trait DistInstances6 extends DistInstances5
  14. trait DistInstances7 extends DistInstances6
  15. trait DistInstances8 extends DistInstances7
  16. final class DistIterator [A] extends Iterator[A]
  17. trait DistModule [V, K] extends Module[Dist[V], Dist[K]]
  18. trait DistNormedVectorSpace [V, K] extends DistVectorSpace[V, K] with NormedVectorSpace[Dist[V], Dist[K]]
  19. trait DistRig [A] extends DistSemiring[A] with Rig[Dist[A]]
  20. trait DistRing [A] extends DistRng[A] with Ring[Dist[A]]
  21. trait DistRng [A] extends DistSemiring[A] with Rng[Dist[A]]
  22. trait DistSemiring [A] extends Semiring[Dist[A]]
  23. trait DistVectorSpace [V, K] extends DistModule[V, K] with VectorSpace[Dist[V], Dist[K]]
  24. trait Exponential [A] extends Any
  25. trait ExponentialInstances extends AnyRef
  26. case class FlatMap [A, +B](sub: Op[A], k: (A) ⇒ Op[B]) extends Op[B] with Product with Serializable
  27. trait Gaussian [A] extends Any
  28. trait GaussianInstances extends AnyRef
  29. abstract class Generator extends AnyRef
  30. trait GeneratorCompanion [G, S] extends AnyRef
  31. abstract class IntBasedGenerator extends Generator
  32. abstract class LongBasedGenerator extends Generator
  33. final class MarsagliaGaussian [A] extends Gaussian[A]

    An implementation of Gaussian that uses the Marsaglia algorithm.

  34. case class More [+A](k: () ⇒ Op[A]) extends Op[A] with Product with Serializable
  35. case class Next [+A](f: (Generator) ⇒ A) extends Op[A] with Product with Serializable
  36. sealed trait Op [+A] extends AnyRef
  37. abstract class Random [+A, G <: Generator] extends AnyRef
  38. class RandomCmwc5 [+A] extends Random[A, Cmwc5]
  39. trait RandomCompanion [G <: Generator] extends AnyRef
  40. class Seed extends AnyRef
  41. sealed trait Size extends AnyRef
  42. trait Uniform [A] extends Any

Value Members

  1. object Dist extends DistInstances8
  2. object Exponential extends ExponentialInstances
  3. object Gaussian extends GaussianInstances
  4. object Generator
  5. object GlobalRng extends LongBasedGenerator
  6. object Random extends RandomCompanion[Cmwc5]
  7. object Seed
  8. object Size
  9. object Uniform
  10. object Ziggurat

    This is a Scala implementation of the Ziggurat algorithm for generating random variables from decreasing densities.

    This is a Scala implementation of the Ziggurat algorithm for generating random variables from decreasing densities.

    Reference: George Marsaglia, Wai Wan Tsang: "The Ziggurat Method for Generating Random Variables" Journal of Statistical Software, Vol. 5, Issue 8, October 2000.

    See also

    Ziggurat algorithm @ Wikipedia

    Ziggurat Paper

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