SeedGenerator

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

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

   

   Definition Classes

   AnyRef → Any

4. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

5. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

6. def convertToLog(minScale: Double, maxScale: Double, value: Double): Double

   

7. final def eq(arg0: AnyRef): Boolean

   

   Definition Classes

   AnyRef

8. def equals(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

9. def extractContinuousBoundaries(parameter: (Double, Double)): NumericBoundaries

   

   Attributes

   protected[com.databricks.labs.automl.model.tools]

10. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

11. def generateArraySpace(layerBoundaryLow: Int, layerBoundaryHigh: Int, hiddenBoundaryLow: Int, hiddenBoundaryHigh: Int, inputFeatureSize: Int, distinctClasses: Int, generatorCount: Int): Array[Array[Int]]

    

12. def generateLinearIntSpace(boundaries: NumericBoundaries, generatorCount: Int): Array[Double]

    

13. def generateLinearSpace(boundaries: NumericBoundaries, generatorCount: Int): Array[Double]

    

14. def generateLogSpace(boundaries: NumericBoundaries, generatorCount: Int): Array[Double]

    

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

    

    Definition Classes

    AnyRef → Any

16. def getNumberOfElements(numericBoundaries: Map[String, (Double, Double)]): Int

    

17. def getPermutationCounts(targetIterations: Int, numberOfElements: Int): Int

    

18. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

19. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

20. def mlpcLayersExtractor(layers: Array[Int]): (Int, Int)

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

21. def mlpcRandomIndexSelection(numericArrays: MLPCNumericArrays): MLPCArrayCollection

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

22. def mlpcStaticIndexSelection(numericArrays: MLPCNumericArrays): MLPCArrayCollection

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

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

    

    Definition Classes

    AnyRef

24. final def notify(): Unit

    

    Definition Classes

    AnyRef

25. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

26. def randomIndexSelection(numericArrays: Array[Array[Double]]): NumericArrayCollection

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

27. def randomSampleArray[T](hyperParameterArray: Array[T], sampleCount: Int, seed: Long = 42L)(implicit arg0: ClassTag[T]): Array[T]

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

28. def selectCoinFlip(currentIterator: Int): Boolean

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

29. def selectStringIndex(availableParams: List[String], currentIterator: Int): StringSelectionReturn

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

30. def staticIndexSelection(numericArrays: Array[Array[Double]]): NumericArrayCollection

    

    Attributes

    protected[com.databricks.labs.automl.model.tools]

31. def stringBoundaryPermutationCalculator(stringBoundaries: Map[String, List[String]]): Int

    

    Calculates the number of possible additional permutations to be added to the search space for string values

    Calculates the number of possible additional permutations to be added to the search space for string values

    stringBoundaries

    The string boundary payload for a modeling family

    returns

    Int representing any additional permutations on the numeric body that will need to be generated in order to attempt to reach the target unique hyperparameter search space

    Attributes

    protected[com.databricks.labs.automl.model.tools]

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

    

    Definition Classes

    AnyRef

33. def toString(): String

    

    Definition Classes

    AnyRef → Any

34. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )