Alexander Wieczorek

Hi @AdrianSosic, thank you for the great feedback! To respect the modularity of BayBE, implementing the SHAP calculation as a hook and then providing a plot utility probably makes a...

> Hello @Alex6022 there was some movement in this issue and I wanted to reach out > > * [Expose surrogate #355](https://github.com/emdgroup/baybe/pull/355) is adding functionality to directly access the last...

I really like this approach. There could be multiple reasons why decoupling the plotting from the calculation of the SHAP values might be preferred: 1. Especially for non-tree-based models and...

Dear @Scienfitz and @AdrianSosic, I have taken my shot at implementing feature importance analysis in PR #391 for the new diagnostics package. The workflow and separation of computation and visualization...

> @Alex6022 thanks so much for providing the PR. @AdrianSosic and I could not yet agree on all aspects, in particular the design of the actual explainer and how to...

Dear @Scienfitz, Thank you for the feedback, I have described the changes based on your comments in the PR #391. Regarding the questions: 1. Good point, we could definitely make...