smoothgrad topic

List smoothgrad repositories

InterpretDL

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InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。

saliency

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Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

torch-cam

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Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

nn_interpretability

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Pytorch implementation of various neural network interpretability methods

WhiteBox-Part1

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In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

saliency

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PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.