Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange

Description

Documentation

data DefaultContinuousHyperParameterRange Source #

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

Instances details

FromJSON DefaultContinuousHyperParameterRange Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods parseJSON :: Value -> Parser DefaultContinuousHyperParameterRange # parseJSONList :: Value -> Parser [DefaultContinuousHyperParameterRange] #
Generic DefaultContinuousHyperParameterRange Source #
Instance details 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 Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods readsPrec :: Int -> ReadS DefaultContinuousHyperParameterRange # readList :: ReadS [DefaultContinuousHyperParameterRange] # readPrec :: ReadPrec DefaultContinuousHyperParameterRange # readListPrec :: ReadPrec [DefaultContinuousHyperParameterRange] #
Show DefaultContinuousHyperParameterRange Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods showsPrec :: Int -> DefaultContinuousHyperParameterRange -> ShowS # show :: DefaultContinuousHyperParameterRange -> String # showList :: [DefaultContinuousHyperParameterRange] -> ShowS #
NFData DefaultContinuousHyperParameterRange Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods rnf :: DefaultContinuousHyperParameterRange -> () #
Eq DefaultContinuousHyperParameterRange Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods (==) :: DefaultContinuousHyperParameterRange -> DefaultContinuousHyperParameterRange -> Bool # (/=) :: DefaultContinuousHyperParameterRange -> DefaultContinuousHyperParameterRange -> Bool #
Hashable DefaultContinuousHyperParameterRange Source #
Instance details Defined in Amazonka.Personalize.Types.DefaultContinuousHyperParameterRange Methods hashWithSalt :: Int -> DefaultContinuousHyperParameterRange -> Int # hash :: DefaultContinuousHyperParameterRange -> Int #
type Rep DefaultContinuousHyperParameterRange Source #
Instance details 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 Source #

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) Source #

Whether the hyperparameter is tunable.

defaultContinuousHyperParameterRange_maxValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double) Source #

The maximum allowable value for the hyperparameter.

defaultContinuousHyperParameterRange_minValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double) Source #

The minimum allowable value for the hyperparameter.

defaultContinuousHyperParameterRange_name :: Lens' DefaultContinuousHyperParameterRange (Maybe Text) Source #

The name of the hyperparameter.