Class/Object

io.github.mandar2812.dynaml.modelpipe

ESGPPipe4

Related Docs: object ESGPPipe4 | package modelpipe

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class ESGPPipe4[Data, IndexSet] extends DataPipe4[DataPipe[IndexSet, Double], Double, Double, Data, ESGPModel[Data, IndexSet]]

Data

The type of the training data

IndexSet

The type of input features.

Linear Supertypes
DataPipe4[DataPipe[IndexSet, Double], Double, Double, Data, ESGPModel[Data, IndexSet]], Serializable, Serializable, DataPipeConvertible[(DataPipe[IndexSet, Double], Double, Double, Data), ESGPModel[Data, IndexSet]], AnyRef, Any
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Inherited
  1. ESGPPipe4
  2. DataPipe4
  3. Serializable
  4. Serializable
  5. DataPipeConvertible
  6. AnyRef
  7. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ESGPPipe4(cov: LocalScalarKernel[IndexSet], n: LocalScalarKernel[IndexSet])(implicit arg0: ClassTag[IndexSet], transform: DataPipe[Data, Seq[(IndexSet, Double)]])

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    cov

    Covariance function of the process

    n

    Noise covariance.

    transform

    An implicit parameter which can convert the training data from type Data to Seq

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

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    Definition Classes
    AnyRef → Any

  4. def >[Result2](otherPipe: DataPipe[ESGPModel[Data, IndexSet], Result2]): DataPipe4[DataPipe[IndexSet, Double], Double, Double, Data, Result2]

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    Definition Classes
    DataPipe4

  5. def apply(data1: DataPipe[IndexSet, Double], data2: Double, data3: Double, data4: Data): ESGPModel[Data, IndexSet]

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    Definition Classes
    DataPipe4

  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. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  17. def run(trend: DataPipe[IndexSet, Double], skewness: Double, cutoff: Double, training_data: Data): ESGPModel[Data, IndexSet]

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    trend

    The mean function as a DataPipe

    skewness

    The skewness parameter

    cutoff

    The cutoff parameter

    training_data

    The training data set of type Data

    returns

    an ESGPModel instance

    Definition Classes
    ESGPPipe4 → DataPipe4

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

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    Definition Classes
    AnyRef

  19. def toPipe: ((DataPipe[IndexSet, Double], Double, Double, Data)) ⇒ ESGPModel[Data, IndexSet]

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    Definition Classes
    DataPipe4 → DataPipeConvertible

  20. def toString(): String

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    Definition Classes
    AnyRef → Any

  21. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from DataPipe4[DataPipe[IndexSet, Double], Double, Double, Data, ESGPModel[Data, IndexSet]]

Inherited from Serializable

Inherited from Serializable

Inherited from DataPipeConvertible[(DataPipe[IndexSet, Double], Double, Double, Data), ESGPModel[Data, IndexSet]]

Inherited from AnyRef

Inherited from Any

Ungrouped