Send feedback
Class NoiseSigmaForFeature (1.11.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version 1.11.0 keyboard_arrow_down
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.v1beta1.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
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-09-25 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
Need to tell us more?
{"lastModified": "Last updated 2024-09-25 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-25 UTC."]]