Christiaan Meijer

The example notebook for rise for time is missing a multivariate example.

Use type hinting with mypy

3

It is getting a bit convoluted what the input types of specific functions are. We now have options: numpy array, xarray, string, list of strings. I think it would help...

implement lime for time series

4

LimeSegment assume convenient input including tests See #369 and #366 for background.

might be fixed automatically after fixing #435

Unclear error message when mistyping a method name

6

  It should have given the valid options as well (RISE, LIME, kernelSHAP).

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...

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.

KernelSHAP doesn't accept model functions

1

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...

autotune n_masks for rise

3

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....

Create ordered table visualization for text

3

Create text visualization: ordered table with weights