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Class NoiseSigmaForFeature (1.5.0)
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Version 1.5.0 keyboard_arrow_down
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
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Last updated 2024-09-25 UTC.
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{"lastModified": "Last updated 2024-09-25 UTC."}
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