Class StudySpec (0.4.0)

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StudySpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents specification of a Study.

Attributes

NameDescription
metrics Sequence[`.study.StudySpec.MetricSpec`]
Required. Metric specs for the Study.
parameters Sequence[`.study.StudySpec.ParameterSpec`]
Required. The set of parameters to tune.
algorithm `.study.StudySpec.Algorithm`
The search algorithm specified for the Study.

Inheritance

builtins.object > proto.message.Message > StudySpec

Classes

Algorithm

Algorithm(value)

The available search algorithms for the Study.

MetricSpec

MetricSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a metric to optimize.

ParameterSpec

ParameterSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a single parameter to optimize.