Trait/Object

io.github.mandar2812.dynaml.probability

IIDRandomVariable

Related Docs: object IIDRandomVariable | package probability

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trait IIDRandomVariable[D, +R <: RandomVariable[D]] extends RandomVariable[Stream[D]]

An independent and identically distributed RandomVariable represented as a Stream

D

The base domain

R

Random variable defined over the base domain

Linear Supertypes
RandomVariable[Stream[D]], Serializable, Serializable, AnyRef, Any
Known Subclasses
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Inherited
  1. IIDRandomVariable
  2. RandomVariable
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
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Visibility
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Abstract Value Members

  1. abstract val baseRandomVariable: R

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  2. abstract val num: Int

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Concrete Value Members

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

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

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    Definition Classes
    AnyRef → Any
  3. def :*[Domain1](other: RandomVariable[Domain1]): RandomVariable[(Stream[D], Domain1)]

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    Outputs the cartesian product between two random variables.

    Outputs the cartesian product between two random variables.

    Domain1

    The domain of the other random variable

    other

    The random variable which forms the second component of the cartesian product.

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

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    Definition Classes
    AnyRef → Any
  5. def >[OtherDomain](transformation: DataPipe[Stream[D], OtherDomain]): MeasurableFunction[Stream[D], OtherDomain, RandomVariable[Stream[D]]]

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    Transform the current random variable on Domain to a morphed random variable on OtherDomain

    Transform the current random variable on Domain to a morphed random variable on OtherDomain

    Definition Classes
    RandomVariable
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def draw: Stream[D]

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    Alias for sample.run()

    Alias for sample.run()

    Definition Classes
    RandomVariable
  9. final def eq(arg0: AnyRef): Boolean

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

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

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

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

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    Definition Classes
    AnyRef → Any
  14. def iid(n: Int): IIDRandomVariable[Stream[D], RandomVariable[Stream[D]]]

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    Create an iid random variable from the current (this)

    Create an iid random variable from the current (this)

    n

    The number of iid samples of the base random variable.

    Definition Classes
    RandomVariable
  15. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  16. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  19. val sample: DataPipe[Unit, Stream[D]]

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    Generate a sample from the random variable

    Generate a sample from the random variable

    Definition Classes
    IIDRandomVariableRandomVariable
  20. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  21. def toString(): String

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from RandomVariable[Stream[D]]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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