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GoogleCloudMlV1__IntegratedGradientsAttribution

import type { GoogleCloudMlV1__IntegratedGradientsAttribution } from "https://googleapis.deno.dev/v1/ml:v1.ts";

Attributes credit by computing 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

interface GoogleCloudMlV1__IntegratedGradientsAttribution {
numIntegralSteps?: number;
}

§Properties

§
numIntegralSteps?: number
[src]

Number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is met within the desired error range.