Algorithm ¶

class Algorithm(TypedDict, closed=True):
    name: NotRequired["capo_personalize.types.name.Name"]
    """<p>The name of the algorithm.</p>"""
    algorithm_arn: NotRequired["capo_personalize.types.arn.Arn"]
    """<p>The Amazon Resource Name (ARN) of the algorithm.</p>"""
    algorithm_image: NotRequired[
        "capo_personalize.types.algorithm_image.AlgorithmImage"
    ]
    """<p>The URI of the Docker container for the algorithm image.</p>"""
    default_hyper_parameters: NotRequired[
        "capo_personalize.types.hyper_parameters.HyperParameters"
    ]
    """<p>Specifies the default hyperparameters.</p>"""
    default_hyper_parameter_ranges: NotRequired[
        "capo_personalize.types.default_hyper_parameter_ranges.DefaultHyperParameterRanges"
    ]
    """<p>Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).</p>"""
    default_resource_config: NotRequired[
        "capo_personalize.types.resource_config.ResourceConfig"
    ]
    """<p>Specifies the default maximum number of training jobs and parallel training jobs.</p>"""
    training_input_mode: NotRequired[
        "capo_personalize.types.training_input_mode.TrainingInputMode"
    ]
    """<p>The training input mode.</p>"""
    role_arn: NotRequired["capo_personalize.types.arn.Arn"]
    """<p>The Amazon Resource Name (ARN) of the role.</p>"""
    creation_date_time: NotRequired["capo_personalize.types.date.Date"]
    """<p>The date and time (in Unix time) that the algorithm was created.</p>"""
    last_updated_date_time: NotRequired["capo_personalize.types.date.Date"]
    """<p>The date and time (in Unix time) that the algorithm was last updated.</p>"""