Class NoiseSigmaForFeature (1.36.4)

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

Noise sigma for a single feature.

Attributes

NameDescription
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.

Methods

NoiseSigmaForFeature

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

Noise sigma for a single feature.