Amazonka.Forecast.Types.ParameterRanges

Documentation

data ParameterRanges

Specifies the categorical, continuous, and integer hyperparameters, and their ranges of tunable values. The range of tunable values determines which values that a hyperparameter tuning job can choose for the specified hyperparameter. This object is part of the HyperParameterTuningJobConfig object.

See: newParameterRanges smart constructor.

Constructors

ParameterRanges'

Fields

• categoricalParameterRanges :: Maybe (NonEmpty CategoricalParameterRange)

  Specifies the tunable range for each categorical hyperparameter.

• continuousParameterRanges :: Maybe (NonEmpty ContinuousParameterRange)

  Specifies the tunable range for each continuous hyperparameter.

• integerParameterRanges :: Maybe (NonEmpty IntegerParameterRange)

  Specifies the tunable range for each integer hyperparameter.

Instances

FromJSON ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

parseJSON :: Value -> Parser ParameterRanges

parseJSONList :: Value -> Parser [ParameterRanges]

ToJSON ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

toJSON :: ParameterRanges -> Value

toEncoding :: ParameterRanges -> Encoding

toJSONList :: [ParameterRanges] -> Value

toEncodingList :: [ParameterRanges] -> Encoding

Generic ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Associated Types

type Rep ParameterRanges :: Type -> Type

Methods

from :: ParameterRanges -> Rep ParameterRanges x

to :: Rep ParameterRanges x -> ParameterRanges

Read ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

readsPrec :: Int -> ReadS ParameterRanges

readList :: ReadS [ParameterRanges]

readPrec :: ReadPrec ParameterRanges

readListPrec :: ReadPrec [ParameterRanges]

Show ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

showsPrec :: Int -> ParameterRanges -> ShowS

show :: ParameterRanges -> String

showList :: [ParameterRanges] -> ShowS

NFData ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

rnf :: ParameterRanges -> ()

Eq ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

(==) :: ParameterRanges -> ParameterRanges -> Bool

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

Hashable ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

Methods

hashWithSalt :: Int -> ParameterRanges -> Int

hash :: ParameterRanges -> Int

type Rep ParameterRanges

Defined in Amazonka.Forecast.Types.ParameterRanges

type Rep ParameterRanges = D1 ('MetaData "ParameterRanges" "Amazonka.Forecast.Types.ParameterRanges" "amazonka-forecast-2.0-HHvJwvxGrDPBJtUcnmLBqf" 'False) (C1 ('MetaCons "ParameterRanges'" 'PrefixI 'True) (S1 ('MetaSel ('Just "categoricalParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty CategoricalParameterRange))) :*: (S1 ('MetaSel ('Just "continuousParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ContinuousParameterRange))) :*: S1 ('MetaSel ('Just "integerParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty IntegerParameterRange))))))

newParameterRanges :: ParameterRanges

Create a value of ParameterRanges 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:categoricalParameterRanges:ParameterRanges', parameterRanges_categoricalParameterRanges - Specifies the tunable range for each categorical hyperparameter.

$sel:continuousParameterRanges:ParameterRanges', parameterRanges_continuousParameterRanges - Specifies the tunable range for each continuous hyperparameter.

$sel:integerParameterRanges:ParameterRanges', parameterRanges_integerParameterRanges - Specifies the tunable range for each integer hyperparameter.

parameterRanges_categoricalParameterRanges :: Lens' ParameterRanges (Maybe (NonEmpty CategoricalParameterRange))

Specifies the tunable range for each categorical hyperparameter.

parameterRanges_continuousParameterRanges :: Lens' ParameterRanges (Maybe (NonEmpty ContinuousParameterRange))

Specifies the tunable range for each continuous hyperparameter.

parameterRanges_integerParameterRanges :: Lens' ParameterRanges (Maybe (NonEmpty IntegerParameterRange))

Specifies the tunable range for each integer hyperparameter.