Package

org.apache.spark.ml

param

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package param

Visibility
  1. Public
  2. All

Type Members

  1. class ArrayMapParam extends Param[Array[Map[String, Any]]]

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    Param for Array of stage parameter maps.

  2. class ArrayParam extends Param[Array[_]]

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    :: DeveloperApi :: Specialized generic version of Param[Array[_]] for Java.

    :: DeveloperApi :: Specialized generic version of Param[Array[_]] for Java.

    Annotations
    @DeveloperApi()
  3. class ArrayParamMapParam extends ComplexParam[Array[ParamMap]]

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    Param for Array of ParamMaps.

    Param for Array of ParamMaps. Needed as spark has explicit params for many different types but not Array of ParamMaps.

  4. class BallTreeParam extends ComplexParam[BallTree[_]]

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    Param for a BallTree.

  5. class ByteArrayParam extends ComplexParam[Array[Byte]]

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    Param for ByteArray.

    Param for ByteArray. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not ByteArray.

  6. class ConditionalBallTreeParam extends ComplexParam[ConditionalBallTree[_, _]]

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  7. class DataFrameParam extends ComplexParam[DataFrame]

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    Param for DataFrame.

    Param for DataFrame. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not DataFrame.

  8. class DataTypeParam extends ComplexParam[DataType]

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    Param for DataType

  9. class EstimatorArrayParam extends ComplexParam[Array[Estimator[_]]]

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    Param for Array of Models.

  10. class EstimatorParam extends ComplexParam[Estimator[_ <: Model[_]]]

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    Param for Estimator.

    Param for Estimator. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not Estimator.

  11. class EvaluatorParam extends ComplexParam[Evaluator]

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    Param for Evaluator.

    Param for Evaluator. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not Evaluator.

  12. class JsonEncodableParam[T] extends Param[T]

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  13. class MapArrayParam extends Param[Map[String, Seq[String]]]

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    Param for Map of String to Seq of String.

  14. class MapParam[K, V] extends Param[Map[K, V]] with CollectionFormats

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    Param for Map of String to Seq of String.

  15. abstract class ParamSpace extends AnyRef

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    Represents the parameter values.

  16. class ParamSpaceParam extends ComplexParam[ParamSpace]

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    Param for ParamSpace.

    Param for ParamSpace. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not ParamSpace.

  17. class PipelineStageParam extends ComplexParam[PipelineStage]

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    Param for Transformer.

    Param for Transformer. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not Transformer.

  18. class ServiceParam[T] extends JsonEncodableParam[ServiceParamData[T]]

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  19. case class ServiceParamData[T](data: Option[Either[T, String]], default: Option[T]) extends Product with Serializable

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  20. class TransformerArrayParam extends ComplexParam[Array[Transformer]]

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    Param for Array of Models.

  21. class TransformerParam extends ComplexParam[Transformer]

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    Param for Transformer.

    Param for Transformer. Needed as spark has explicit com.microsoft.ml.spark.core.serialize.params for many different types but not Transformer.

  22. class UDFParam extends ComplexParam[UserDefinedFunction]

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    Param for UserDefinedFunction.

    Param for UserDefinedFunction. Needed as spark has explicit params for many different types but not UserDefinedFunction.

  23. class UDPyFParam extends ComplexParam[UserDefinedPythonFunction]

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    Param for UserDefinedPythonFunction.

    Param for UserDefinedPythonFunction. Needed as spark has explicit params for many different types but not UserDefinedPythonFunction.

Value Members

  1. object ArrayMapJsonProtocol extends DefaultJsonProtocol

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  2. object MapArrayJsonProtocol extends DefaultJsonProtocol

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  3. object ServiceParamJsonProtocol extends DefaultJsonProtocol

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