Package

com.databricks.labs.automl.model

tools

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package tools

Visibility
  1. Public
  2. All

Type Members

  1. case class FieldTypes(numericHyperParams: Array[String], stringHyperParams: Array[String], allHyperParams: Array[String]) extends Product with Serializable

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  2. class GenerationOptimizer[A, B] extends GenerationOptimizerBase

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  3. trait GenerationOptimizerBase extends SparkSessionWrapper

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  4. class HyperParameterFullSearch extends Defaults with ModelConfigGenerators

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  5. case class LayerConfig(layers: Int, hiddenLayers: Int) extends Product with Serializable

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  6. trait LightGBMBase extends AnyRef

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  7. case class MLPCExtractConfig(layers: Int, maxIter: Int, solver: String, stepSize: Double, tolerance: Double, hiddenLayerSizeAdjust: Int) extends Product with Serializable

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  8. class ModelReporting extends AnyRef

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  9. class PostModelingOptimization extends Defaults with ModelConfigGenerators with SparkSessionWrapper

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  10. class PostModelingPipelineBuilder extends AnyRef

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Value Members

  1. object GBMTypes extends Enumeration

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  2. object GenerationOptimizer extends Serializable

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  3. object InitialGenerationMode extends Enumeration

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  4. object ModelTypes extends Enumeration

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  5. object ModelUtils

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  6. object OptimizationTypes extends Enumeration

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  7. object RegressorTypes extends Enumeration

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  8. package split

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  9. package structures

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