integrated_gradient

allennlp.interpret.saliency_interpreters.integrated_gradient

[SOURCE]

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IntegratedGradient

@SaliencyInterpreter.register("integrated-gradient")
class IntegratedGradient(SaliencyInterpreter)

Interprets the prediction using Integrated Gradients (https://arxiv.org/abs/1703.01365)

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

saliency_interpret_from_json

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

Convert inputs to labeled instances