Class FeatureNoiseSigma (1.39.0)

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

Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.

Attribute

Name
Description
noise_sigma
MutableSequence[ google.cloud.aiplatform_v1beta1.types.FeatureNoiseSigma.NoiseSigmaForFeature ]
Noise sigma per feature. No noise is added to features that are not set.

Classes

NoiseSigmaForFeature

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

Noise sigma for a single feature.

Methods

FeatureNoiseSigma

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

Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.