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smooth_gradient

allennlp.interpret.saliency_interpreters.smooth_gradient

[SOURCE]

SmoothGradient#

@SaliencyInterpreter.register("smooth-gradient")
class SmoothGradient(SaliencyInterpreter):
 | def __init__(self, predictor: Predictor) -> None

Interprets the prediction using SmoothGrad (https://arxiv.org/abs/1706.03825)

Registered as a SaliencyInterpreter with name "smooth-gradient".

saliency_interpret_from_json#

class SmoothGradient(SaliencyInterpreter):
 | ...
 | def saliency_interpret_from_json(self, inputs: JsonDict) -> JsonDict

Convert inputs to labeled instances