Docs: Better image classification tutorial #145
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- 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 how to modify the stabilizer and epsilon of the built-in composites - 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 - change deprecated torchvision model argument `pretrained=False` to `weights=None` and `pretrained=True` to `weights='IMAGENET1K_V1'`
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VGG11 (with and without batch-norm) and ResNet18
rule-parameters and cooperative layer maps
overview