Value Members

1.  final def !=(arg0: Any): Boolean

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2.  final def ##: Int

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3.  final def ==(arg0: Any): Boolean

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4.  def applyStandardization(input: Seq[Any], trans: Option[Standardization]): Seq[Any]

   Apply the standardization to a sequence of values, which should result in output with zero mean and unit variance

   Apply the standardization to a sequence of values, which should result in output with zero mean and unit variance

   input

   to standardize

   trans

   transformation to apply

   returns

   sequence of standardized values

5.  def applyStandardization(input: Seq[Vector[Any]], trans: Seq[Option[Standardization]]): Seq[Vector[Any]]

   Apply the standardizations to vectors, which should result in an output with zero mean and unit variance

   Apply the standardizations to vectors, which should result in an output with zero mean and unit variance

   input

   to standardize

   trans

   transformtions to apply. None means no transformation

   returns

   sequence of standardized vectors

6.  final def asInstanceOf[T0]: T0

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7.  def clone(): AnyRef

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   protected[lang]

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   @throws(classOf[java.lang.CloneNotSupportedException]) @native()

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

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9.  def equals(arg0: AnyRef): Boolean

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10.  def finalize(): Unit

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    protected[lang]

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    @throws(classOf[java.lang.Throwable])

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

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    @native()

12.  def getMultiStandardization(values: Seq[Vector[Any]]): Seq[Option[Standardization]]

    Get standardization for multiple values in a vector.

    Get standardization for multiple values in a vector.

    This has a different name because the jvm erases the inner type of Seq[T]

    values

    sequence of vectors to be standardized

    returns

    sequence of standardization, each as an option

13.  def getStandardization(values: Seq[Double]): Standardization

    The standardizations are just shifts and rescale.

    The standardizations are just shifts and rescale. The shift is by the mean and the re-scale is by the variance

    values

    to get a standardizer for

    returns

    (shift, rescaling)

14.  def hashCode(): Int

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    @native()

15.  def invertStandardization(input: Seq[Any], trans: Option[Standardization]): Seq[Any]

    Invert the standardization on a sequence of values

    Invert the standardization on a sequence of values

    input

    to invert the standardization

    trans

    transformation to un-apply

    returns

    sequence of restored values

16.  def invertStandardization(input: Seq[Vector[Any]], trans: Seq[Option[Standardization]]): Seq[Vector[Any]]

    Invert the standardizations on vectors.

    Invert the standardizations on vectors.

    input

    to invert the standardization

    trans

    transformations to un-apply. None means no transformation

    returns

    sequence of restored vectors

17.  def invertStandardizationOption(input: Seq[Seq[Option[Any]]], trans: Seq[Option[Standardization]]): Seq[Seq[Option[Any]]]

    Invert the standardizations on sequences of optional values.

    Invert the standardizations on sequences of optional values.

    input

    to invert the standardization, if the value is defined

    trans

    transformations to un-apply. None means no transformation

    returns

    sequence of restored vectors

18.  final def isInstanceOf[T0]: Boolean

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19.  final def ne(arg0: AnyRef): Boolean

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20.  final def notify(): Unit

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    @native()

21.  final def notifyAll(): Unit

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    @native()

22.  final def synchronized[T0](arg0: => T0): T0

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23.  def toString(): String

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24.  final def wait(): Unit

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    @throws(classOf[java.lang.InterruptedException])

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

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    @throws(classOf[java.lang.InterruptedException])

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

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    @throws(classOf[java.lang.InterruptedException]) @native()