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
Constructors
- GoogleCloudAiplatformV1IntegratedGradientsAttribution({GoogleCloudAiplatformV1BlurBaselineConfig? blurBaselineConfig, GoogleCloudAiplatformV1SmoothGradConfig? smoothGradConfig, int? stepCount})
- GoogleCloudAiplatformV1IntegratedGradientsAttribution.fromJson(Map json_)
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