Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Documentation

data DefaultContinuousHyperParameterRange

Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

See: newDefaultContinuousHyperParameterRange smart constructor.

Constructors

DefaultContinuousHyperParameterRange'

Fields

• isTunable :: Maybe Bool

  Whether the hyperparameter is tunable.

• maxValue :: Maybe Double

  The maximum allowable value for the hyperparameter.

• minValue :: Maybe Double

  The minimum allowable value for the hyperparameter.

• name :: Maybe Text

  The name of the hyperparameter.

Instances

FromJSON DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

parseJSON :: Value -> Parser DefaultContinuousHyperParameterRange

parseJSONList :: Value -> Parser [DefaultContinuousHyperParameterRange]

Generic DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Associated Types

type Rep DefaultContinuousHyperParameterRange :: Type -> Type

Methods

from :: DefaultContinuousHyperParameterRange -> Rep DefaultContinuousHyperParameterRange x

to :: Rep DefaultContinuousHyperParameterRange x -> DefaultContinuousHyperParameterRange

Read DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

readsPrec :: Int -> ReadS DefaultContinuousHyperParameterRange

readList :: ReadS [DefaultContinuousHyperParameterRange]

readPrec :: ReadPrec DefaultContinuousHyperParameterRange

readListPrec :: ReadPrec [DefaultContinuousHyperParameterRange]

Show DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

showsPrec :: Int -> DefaultContinuousHyperParameterRange -> ShowS

show :: DefaultContinuousHyperParameterRange -> String

showList :: [DefaultContinuousHyperParameterRange] -> ShowS

NFData DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

rnf :: DefaultContinuousHyperParameterRange -> ()

Eq DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

(==) :: DefaultContinuousHyperParameterRange -> DefaultContinuousHyperParameterRange -> Bool

(/=) :: DefaultContinuousHyperParameterRange -> DefaultContinuousHyperParameterRange -> Bool

Hashable DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Methods

hashWithSalt :: Int -> DefaultContinuousHyperParameterRange -> Int

hash :: DefaultContinuousHyperParameterRange -> Int

type Rep DefaultContinuousHyperParameterRange

Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

type Rep DefaultContinuousHyperParameterRange = D1 ('MetaData "DefaultContinuousHyperParameterRange" "Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange" "amazonka-personalize-2.0-9kdbGNMxU7zEIoXPqEwwTg" 'False) (C1 ('MetaCons "DefaultContinuousHyperParameterRange'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "isTunable") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Bool)) :*: S1 ('MetaSel ('Just "maxValue") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double))) :*: (S1 ('MetaSel ('Just "minValue") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))))

newDefaultContinuousHyperParameterRange :: DefaultContinuousHyperParameterRange

Create a value of DefaultContinuousHyperParameterRange with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:isTunable:DefaultContinuousHyperParameterRange', defaultContinuousHyperParameterRange_isTunable - Whether the hyperparameter is tunable.

$sel:maxValue:DefaultContinuousHyperParameterRange', defaultContinuousHyperParameterRange_maxValue - The maximum allowable value for the hyperparameter.

$sel:minValue:DefaultContinuousHyperParameterRange', defaultContinuousHyperParameterRange_minValue - The minimum allowable value for the hyperparameter.

$sel:name:DefaultContinuousHyperParameterRange', defaultContinuousHyperParameterRange_name - The name of the hyperparameter.

defaultContinuousHyperParameterRange_isTunable :: Lens' DefaultContinuousHyperParameterRange (Maybe Bool)

Whether the hyperparameter is tunable.

defaultContinuousHyperParameterRange_maxValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double)

The maximum allowable value for the hyperparameter.

defaultContinuousHyperParameterRange_minValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double)

The minimum allowable value for the hyperparameter.

defaultContinuousHyperParameterRange_name :: Lens' DefaultContinuousHyperParameterRange (Maybe Text)

The name of the hyperparameter.