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ParameterRanges

Source code in docs_src/capo_sagemaker/types/parameter_ranges.py
class ParameterRanges(TypedDict, closed=True):
    integer_parameter_ranges: NotRequired[
        "capo_sagemaker.types.integer_parameter_ranges.IntegerParameterRanges"
    ]
    """<p>The array of <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_IntegerParameterRange.html">IntegerParameterRange</a> objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.</p>"""
    continuous_parameter_ranges: NotRequired[
        "capo_sagemaker.types.continuous_parameter_ranges.ContinuousParameterRanges"
    ]
    """<p>The array of <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ContinuousParameterRange.html">ContinuousParameterRange</a> objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.</p>"""
    categorical_parameter_ranges: NotRequired[
        "capo_sagemaker.types.categorical_parameter_ranges.CategoricalParameterRanges"
    ]
    """<p>The array of <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CategoricalParameterRange.html">CategoricalParameterRange</a> objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.</p>"""
    auto_parameters: NotRequired["capo_sagemaker.types.auto_parameters.AutoParameters"]
    """<p>A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.</p>"""

auto_parameters instance-attribute

auto_parameters: NotRequired[AutoParameters]

A list containing hyperparameter names and example values to be used by Autotune to determine optimal ranges for your tuning job.

categorical_parameter_ranges instance-attribute

categorical_parameter_ranges: NotRequired[CategoricalParameterRanges]

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

continuous_parameter_ranges instance-attribute

continuous_parameter_ranges: NotRequired[ContinuousParameterRanges]

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

integer_parameter_ranges instance-attribute

integer_parameter_ranges: NotRequired[IntegerParameterRanges]

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.