Trait

io.github.mandar2812.dynaml.modelpipe

ModelPipe

Related Doc: package modelpipe

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trait ModelPipe[-Source, T, Q, R, +M <: Model[T, Q, R]] extends DataPipe[Source, M]

Top level trait for Pipes returning ML models.

Linear Supertypes
DataPipe[Source, M], Serializable, Serializable, DataPipeConvertible[Source, M], AnyRef, Any
Known Subclasses
DLSSVMPipe, GLMPipe, GPBasisFuncRegressionPipe, GPRegressionPipe
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. ModelPipe
  2. DataPipe
  3. Serializable
  4. Serializable
  5. DataPipeConvertible
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract val preProcess: (Source) ⇒ T

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  2. abstract def run(data: Source): M

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    Definition Classes
    ModelPipe → DataPipe

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 %>(that: Basis[M]): Basis[Source]

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    Definition Classes
    DataPipe

  4. def *[OtherSource, OtherDestination](that: DataPipe[OtherSource, OtherDestination]): ParallelPipe[Source, M, OtherSource, OtherDestination]

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    Definition Classes
    DataPipe

  5. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  6. def >[Further](that: DataPipeConvertible[M, Further]): DataPipe[Source, Further]

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    Definition Classes
    DataPipe

  7. def >-<[OtherSource, OtherDestination](that: DataPipe[OtherSource, OtherDestination]): DataPipe2[Source, OtherSource, (M, OtherDestination)]

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    Definition Classes
    DataPipe

  8. def apply[T <: Traversable[Source]](data: T): T

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    Definition Classes
    DataPipe

  9. def apply(data: Source): M

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    Definition Classes
    DataPipe

  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  14. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  19. final def notify(): Unit

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    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  22. def toPipe: (Source) ⇒ M

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    Definition Classes
    DataPipe → DataPipeConvertible

  23. def toString(): String

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    Definition Classes
    AnyRef → Any

  24. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from DataPipe[Source, M]

Inherited from Serializable

Inherited from Serializable

Inherited from DataPipeConvertible[Source, M]

Inherited from AnyRef

Inherited from Any

Ungrouped