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Deep Insight And Neural Network Analysis

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We support images with 1 or 3 channels, but no grayscale images without channels axis. This would be nice to support. See also the discussion in issue #222.

While we were working on #188, @loostrum noticed a bug in the first commit 886dbd776577bdad6a6e5abd01510acfc115cb92, which has `if method == "SHAP"`, which should have been `KernelSHAP`. We fixed it in...

old: should have

To avoid having to edit the contents of docs/tutorials when adding/changing a tutorial notebook, we could automatically generate the files in docs/tutorials as part of the doc building CI.

old: could have

Right now, in #74, docstrings were introduced that fulfill all the technical requirements from linting. However, these requirements in some cases do not yield satisfactory results. For instance, methods.LIME.__init__ lists...

documentation
old: could have

Output of rise can be added repeatedly so you don't have to know the final n_masks in advance. We can keep adding masks until the output doesn't change much anymore....

old: should have

Create text visualization: ordered table with weights

old: could have

At the moment there are a number of hardcoded things for the imagenet model in the dashboard. One of them is related to the fact that the Resnet model requires...

dashboard

Not yet ready for merging

Following #201, we should also replace use of the term heatmap in code, where relevant. After #210, some 50 uses of "heatmap" remain, which can be found with the following...

- [ ] Center-wide and/or at least the ML SIG? - [ ] The people who contributed to the user stories - [ ] List of our past and future...

outreach