Class NoiseSigmaForFeature (1.3.0)

Version 1.3.0

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

Noise sigma for a single feature. .. attribute:: name

The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].

:type: str

Attribute

Name	Description
sigma	float This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1.

Inheritance

builtins.object > proto.message.Message > NoiseSigmaForFeature