GoogleApi.Language.V1.Model.XPSIntegratedGradientsAttribution (google_api_language v0.16.3)

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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

Attributes

  • stepCount (type: integer(), default: nil) - 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 within the desired error range. Valid range of its value is [1, 100], inclusively.

Summary

Functions

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() :: %GoogleApi.Language.V1.Model.XPSIntegratedGradientsAttribution{
  stepCount: integer() | nil
}

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.