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XPSXraiAttribution

import type { XPSXraiAttribution } from "https://googleapis.deno.dev/v1/language:v2.ts";

An explanation method that redistributes Integrated Gradients attributions to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 Only supports image Models (modality is IMAGE).

interface XPSXraiAttribution {
stepCount?: number;
}

§Properties

§
stepCount?: number
[src]

The 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. Valid range of its value is [1, 100], inclusively.