Packages

c

scalation.analytics

HyperParameter

class HyperParameter extends Cloneable

The HyperParameter class provides a simple and flexible means for handling model hyper-parameters. A model may have one or more hyper-parameters that are organized into a map 'name -> (value, defaultV)'.

Linear Supertypes
Cloneable, Cloneable, AnyRef, Any
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Inherited
  1. HyperParameter
  2. Cloneable
  3. Cloneable
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Instance Constructors

  1. new HyperParameter()

Value Members

  1. def ++(hp2: HyperParameter): HyperParameter

    Concatenate 'this' hyper-parameter map with a second hyper-parameter map.

    Concatenate 'this' hyper-parameter map with a second hyper-parameter map.

    hp2

    the second hyper-parameter map

  2. def +=(name: String, value: Double, defaultV: Double): Unit

    Add a new hyper-parameter to the map.

    Add a new hyper-parameter to the map.

    name

    the name of the hyper-parameter

    value

    the value of the hyper-parameter

    defaultV

    the defualt value of the hyper-parameter

  3. def -=(name: String): Unit

    Remove the hyper-parameter with the given name from the map.

    Remove the hyper-parameter with the given name from the map.

    name

    the name of the hyper-parameter

  4. def apply(name: String): Double

    Given the 'name', return the hyper-parameter value.

    Given the 'name', return the hyper-parameter value.

    name

    the name of the hyper-parameter

  5. def default(name: String): Double

    Given the 'name', return the hyper-parameter default value.

    Given the 'name', return the hyper-parameter default value.

    name

    the name of the hyper-parameter

  6. def toString(): String

    Convert the hyper-parameter map to a string.

    Convert the hyper-parameter map to a string.

    Definition Classes
    HyperParameter → AnyRef → Any
  7. def update(name: String, value: Double): Unit

    Given the 'name', update the hyper-parameter value.

    Given the 'name', update the hyper-parameter value.

    name

    the name of the hyper-parameter

    value

    the value of the hyper-parameter

  8. def updateDefault(name: String, defaultV: Double): Unit

    Given the 'name', update the hyper-parameter default value.

    Given the 'name', update the hyper-parameter default value.

    name

    the name of the hyper-parameter

    defaultV

    the defualt value of the hyper-parameter

  9. def updateReturn(nvs: (String, Double)*): HyperParameter

    Create and return a new set of hyper-parameters, updating the one with the given 'name'.

    Create and return a new set of hyper-parameters, updating the one with the given 'name'.

    nvs

    the name-value pair for the hyper-parameter

  10. def updateReturn(name: String, value: Double): HyperParameter

    Create and return a new set of hyper-parameters, updating the one with the given 'name'.

    Create and return a new set of hyper-parameters, updating the one with the given 'name'.

    name

    the name of the hyper-parameter

    value

    the value of the hyper-parameter