Daniel G. Krakowczyk

super().__init__ won't accept nested dictionaries when inheriting from DotMap

2

I am using DotMap as the baseclass of a custom Config-class. As a constructor-argument I only want to pass the path to a yaml-file which holds the config values. This...

Add function-specific keyword-arguments to metric functions.

3

This PR fixes the main issue from #82 This is done, as the same arguments passed via the unspecific `kwargs`-argument are then further passed for example to both `perturb_func()` and...

batched processing

3

This is a work in progress for implementing the following issue: [use batched processing instead of processing by instance #80 ](https://github.com/understandable-machine-intelligence-lab/Quantus/issues/80)

This is just a minor issue most of the time, but using assertions for checking input variables can lead to problems for people using this package. The problem is, that...

Currently all of the metrics are more or less structured by the following scheme: ``` x: array y: array a: array for x_instance, y_instance, a_instance in zip(x, y, a): for...

### Description Currently the InputInvariance metric just adds a bias to `x_batch`. According to the original paper, you should then add an offset in the opposite direction to the model...

Add layer_map argument to NameMapComposite.

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This way it is possible to specify a fallback layer map if we want to apply more general rules to the remaining layers. The parameter is optional. If None is...

add auto_series_param and custom_series_param

9

The current state of the package only supports 2d image-type input. Theorywise, it shouldn't be a problem to apply the functionality to time series inputs. This PR adds the class...

Usually I always want to have the same filename for the pngs as for the pdfs, except for the file extension. When I'm using this via CLI, I always have...