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Deep Insight And Neural Network Analysis

Results 142 dianna issues
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![image](https://user-images.githubusercontent.com/6087314/189039023-97a3aa3d-cff5-49b3-8419-b4419880f484.png) ![image](https://user-images.githubusercontent.com/6087314/189039077-bf043425-486f-4152-b2fe-f073c3faedfc.png) It should have given the valid options as well (RISE, LIME, kernelSHAP).

old: should have

Currently we are masking images with zeros which is not always sensible. The behavior will be very different for a bright image as opposed to a dark image I would...

old: could have

Rise outputs a numpy array with dimensions n_labels, height, width, while Lime outputs a list of numpy arrays with dimensions height, width. It should both output the same data structure.

bug
old: should have

It only seems to work with model objects which is inconsistent with how the other methods work. We always want to support model functions and model objects. We should think...

old: should have

DIANNA should be able to run on models with more than 1 input. Inspired by the Lorentz workshop CNN-post-processing use case. For example data and quick fix, see the link...

enhancement
old: could have

DIANNA should be able to process images as inputs and models trained with more than 3 (e.g. RGB) channels. Inspired by the Lorentz workshop CNN-post-processing use case. For example data...

enhancement
should have

follows from #406 Related to the prepared model for the Coffee dataset (#385)

enhancement
could have