public sealed class FeatureNoiseSigma : IMessage<FeatureNoiseSigma>, IEquatable<FeatureNoiseSigma>, IDeepCloneable<FeatureNoiseSigma>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 API class FeatureNoiseSigma.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-20 UTC."],[[["\u003cp\u003eThis page provides reference documentation for the \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class within the Google Cloud AI Platform v1 API, specifically under the namespace \u003ccode\u003eGoogle.Cloud.AIPlatform.V1\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class, which represents noise sigma by features, is part of the .NET library and implements several interfaces, including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003eThe documentation details the available versions of \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e, ranging from the latest version \u003ccode\u003e3.22.0\u003c/code\u003e down to version \u003ccode\u003e1.0.0\u003c/code\u003e, all of which can be accessed.\u003c/p\u003e\n"],["\u003cp\u003eThe class has two constructors: a default constructor, and another that accepts a \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e object for cloning, along with one property called NoiseSigma, where noise can be added per feature.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eNoiseSigma\u003c/code\u003e property is a \u003ccode\u003eRepeatedField\u003c/code\u003e of type \u003ccode\u003eNoiseSigmaForFeature\u003c/code\u003e, which allows setting noise values for individual features, with unset features receiving no added noise.\u003c/p\u003e\n"]]],[],null,[]]
