Class NoiseSigmaForFeature (1.18.3)

Version 1.18.3

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

Noise sigma for a single feature.

Attributes

Name	Description
name	str The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
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