Class

io.github.mandar2812.dynaml.modelpipe

MixturePipe

Related Doc: package modelpipe

Permalink

abstract class MixturePipe[T, I, Y, YDomain, YDomainVar, BaseDistr <: ContinuousDistr[YDomain] with Moments[YDomain, YDomainVar] with HasErrorBars[YDomain], W1 <: ContinuousRVWithDistr[YDomain, BaseDistr], BaseProcess <: ContinuousProcessModel[T, I, Y, W1] with SecondOrderProcessModel[T, I, Y, Double, DenseMatrix[Double], W1] with GloballyOptimizable] extends DataPipe2[Seq[BaseProcess], DenseVector[Double], GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]]

Mixture Pipe takes a sequence of stochastic process models and associated probability weights and returns a mixture model.

Linear Supertypes
DataPipe2[Seq[BaseProcess], DenseVector[Double], GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]], Serializable, Serializable, DataPipeConvertible[(Seq[BaseProcess], DenseVector[Double]), GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]], AnyRef, Any
Known Subclasses
GPMixturePipe, MVStudentsTMixturePipe, StudentTMixturePipe
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. MixturePipe
  2. DataPipe2
  3. Serializable
  4. Serializable
  5. DataPipeConvertible
  6. AnyRef
  7. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new MixturePipe()(implicit arg0: ClassTag[I])

    Permalink

Abstract Value Members

  1. abstract def run(data1: Seq[BaseProcess], data2: DenseVector[Double]): GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]

    Permalink
    Definition Classes
    DataPipe2

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. def >[Result2](otherPipe: DataPipe[GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess], Result2]): DataPipe2[Seq[BaseProcess], DenseVector[Double], Result2]

    Permalink
    Definition Classes
    DataPipe2

  5. def apply(data1: Seq[BaseProcess], data2: DenseVector[Double]): GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]

    Permalink
    Definition Classes
    DataPipe2

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  18. def toPipe: ((Seq[BaseProcess], DenseVector[Double])) ⇒ GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]

    Permalink
    Definition Classes
    DataPipe2 → DataPipeConvertible

  19. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  20. final def wait(): Unit

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

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

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

  22. final def wait(arg0: Long): Unit

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

Inherited from DataPipe2[Seq[BaseProcess], DenseVector[Double], GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]]

Inherited from Serializable

Inherited from Serializable

Inherited from DataPipeConvertible[(Seq[BaseProcess], DenseVector[Double]), GenContinuousMixtureModel[T, I, Y, YDomain, YDomainVar, BaseDistr, W1, BaseProcess]]

Inherited from AnyRef

Inherited from Any

Ungrouped