GoogleCloudAiplatformV1IntegratedGradientsAttribution class

An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure.

Refer to this paper for more details: https://arxiv.org/abs/1703.01365

Properties

blurBaselineConfig GoogleCloudAiplatformV1BlurBaselineConfig?
Config for IG with blur baseline.
getter/setter pair
hashCode int
The hash code for this object.
no setterinherited
runtimeType Type
A representation of the runtime type of the object.
no setterinherited
smoothGradConfig GoogleCloudAiplatformV1SmoothGradConfig?
Config for SmoothGrad approximation of gradients.
getter/setter pair
stepCount int?
The number of steps for approximating the path integral.
getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() Map<String, dynamic>
toString() String
A string representation of this object.
inherited

Operators

operator ==(Object other) bool
The equality operator.
inherited