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chr5tphr
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zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
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Docs: Better image classification tutorial
#145
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chr5tphr
closed
2 years ago
chr5tphr
commented
2 years ago
change the VGG tutorial to an image classification tutorial using VGG11 (with and without batch-norm) and ResNet18
demonstrate Saliency Map and SmoothGrad first
demonstrate EpsilonGammaBox and EpsilonPlusFlat
demonstrate different visualizations
demonstrate how to modify the built-in composites using the rule-parameters and cooperative layer maps
demonstrate a custom NameMapComposite
demonstrate a custom LayerMapComposite
add a ipynb-based table of contents for easier navigation and an overview