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193 add isolation forrest conversion to treeexplainer #289
193 add isolation forrest conversion to treeexplainer #289
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The implementation looks good and I do not see any problems there. However, before we can merge this we need to address the following two concerns:
- Add unit tests (with hopefully 100% coverage) in
tests/tests_explainer/tests_tree_explainer
/tests_explainer which then will be run on any unit-test run by the CI (this needs to be quick and easy) - Run the code-quality checks (black and ruff) which is defined in
.github/CONTRIBUTING.md
and the.pre-commit-config.yaml
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Removed check_shap.py and integrated check into a test vs. the shap implementation
Add conversion module for the Isolation Forest algorithm
resolve #278