com.alpine.model.pack

preprocess

package preprocess

Visibility
  1. Public
  2. All

Type Members

  1. case class Exp() extends RealValuedFunction with Product with Serializable

  2. case class Log() extends RealValuedFunction with Product with Serializable

  3. case class Log1p() extends RealValuedFunction with Product with Serializable

  4. case class NullValueReplacement(replacementValues: Seq[Any], inputFeatures: Seq[ColumnDef], identifier: String = "") extends RowModel with Product with Serializable

    Model that will replace null values in the input row with specified values.

  5. case class NullValueReplacer(model: NullValueReplacement) extends Transformer with Product with Serializable

  6. case class OneHotEncodedFeature(hotValues: Seq[String], baseValue: String) extends Product with Serializable

    One hot encoding for a single feature.

  7. case class OneHotEncodingModel(oneHotEncodedFeatures: Seq[OneHotEncodedFeature], inputFeatures: Seq[ColumnDef], identifier: String = "") extends RowModel with Product with Serializable

    Model to apply one-hot encoding to categorical input features.

  8. case class OneHotEncodingTransformer(pivotsWithFeatures: Seq[OneHotEncodedFeature]) extends Transformer with Product with Serializable

  9. case class PolynomialModel(exponents: Seq[Seq[Double]], inputFeatures: Seq[ColumnDef], identifier: String = "") extends RowModel with Product with Serializable

    Model that creates output features that are polynomial combinations of the input features.

  10. case class PolynomialTransformer(model: PolynomialModel) extends Transformer with Product with Serializable

  11. case class Power(p: Double) extends RealValuedFunction with Product with Serializable

  12. case class RealFunctionWithIndex(function: TypeWrapper[_ <: RealValuedFunction], index: Int) extends Product with Serializable

  13. trait RealValuedFunction extends AnyRef

    Interface for real-valued functions (functions that map the real (double) numbers to real (double) numbers) to be used in RealValuedFunctionsModel

  14. case class RealValuedFunctionTransformer(model: RealValuedFunctionsModel) extends Transformer with Product with Serializable

  15. case class RealValuedFunctionsModel(functions: Seq[RealFunctionWithIndex], inputFeatures: Seq[ColumnDef]) extends RowModel with Product with Serializable

  16. case class SingleOneHotEncoder(transform: OneHotEncodedFeature) extends Product with Serializable

    Applies One-hot encoding for a single feature.

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