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Add example with quantitive evaluation of XAI algorithms

Open adamwawrzynski opened this issue 1 year ago • 0 comments

Description

This PR introduces a notebook with an example of quantitative evaluation of XAI algorithms. This way we could create a utility to automatically select the best explainable algorithm for a given model and dataset.

Estimate: 3 MD.

How Has This Been Tested?

Please describe the tests that you ran to verify your changes.

  • [x] run notebook

Checklist:

  • [ ] I have updated all related pyproject.toml files.
  • [ ] I have updated lock files.
  • [x] I have set an Assignee and Reviewers.
  • [x] I have labeled the PR correctly.
  • [ ] I have performed a self-review of my own code.
  • [ ] I have covered my code and changes with unit tests.
  • [ ] I have annotated types as extensively as possible.
  • [x] I have commented my code, particularly in hard-to-understand areas.
  • [ ] I have made corresponding changes to the documentation.
  • [x] My changes generate no new warnings.
  • [x] All code references and dependencies will work.

adamwawrzynski avatar Jul 18 '23 09:07 adamwawrzynski