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193 add isolation forrest conversion to treeexplainer #289

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Add conversion module for the Isolation Forest algorithm

resolve #278

@r-visser r-visser requested a review from mmschlk December 12, 2024 12:32
@r-visser r-visser linked an issue Dec 12, 2024 that may be closed by this pull request
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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:

  1. 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)
  2. Run the code-quality checks (black and ruff) which is defined in .github/CONTRIBUTING.md and the .pre-commit-config.yaml

@r-visser r-visser force-pushed the 193-add-isolation-forrest-conversion-to-treeexplainer branch from d6457d4 to 9bae0d1 Compare December 16, 2024 12:01
@r-visser r-visser requested a review from mmschlk December 16, 2024 12:17
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Add IsoForest Conversion to TreeExplainer Add Isolation Forrest Conversion to TreeExplainer
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