public sealed class FeatureNoiseSigma : IMessage<FeatureNoiseSigma>, IEquatable<FeatureNoiseSigma>, IDeepCloneable<FeatureNoiseSigma>, IBufferMessage, IMessage
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-20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\u003eThe page provides a comprehensive list of versions for \u003ccode\u003eGoogle.Cloud.AIPlatform.V1.FeatureNoiseSigma\u003c/code\u003e, ranging from the latest version 3.22.0 down to version 1.0.0.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e is a class in the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1\u003c/code\u003e namespace within the Google.Cloud.AIPlatform.V1.dll assembly, and it is designed to represent noise sigma by features, which is used to add noise to interpolated inputs for gradient computation.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e class implements several interfaces, including \u003ccode\u003eIMessage<FeatureNoiseSigma>\u003c/code\u003e, \u003ccode\u003eIEquatable<FeatureNoiseSigma>\u003c/code\u003e, \u003ccode\u003eIDeepCloneable<FeatureNoiseSigma>\u003c/code\u003e, \u003ccode\u003eIBufferMessage\u003c/code\u003e, and \u003ccode\u003eIMessage\u003c/code\u003e, allowing for deep cloning, comparison, and buffer message handling.\u003c/p\u003e\n"],["\u003cp\u003eIt also contains a \u003ccode\u003eNoiseSigma\u003c/code\u003e property, which is of type \u003ccode\u003eRepeatedField<FeatureNoiseSigma.Types.NoiseSigmaForFeature>\u003c/code\u003e, to define the noise sigma per feature, excluding noise from features not specifically set.\u003c/p\u003e\n"],["\u003cp\u003eThere are two constructors available for this class: a parameterless constructor and one that takes in a \u003ccode\u003eFeatureNoiseSigma\u003c/code\u003e object to create a copy.\u003c/p\u003e\n"]]],[],null,[]]
