FoXAI
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Add example with quantitive evaluation of XAI algorithms
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.