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Bugfix and Support for Random Forests in TreeExplainer #59

Merged
merged 1 commit into from
Mar 20, 2024
Merged

Bugfix and Support for Random Forests in TreeExplainer #59

merged 1 commit into from
Mar 20, 2024

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mmschlk
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@mmschlk mmschlk commented Mar 20, 2024

  • This PR adds a bugfix for TreeExplainer is not importable because of errors. #58, such that the TreeExplainer can now be properly imported and used.
  • This PR adds support for sklearn random forest regressors and classifiers.
  • This PR adds additional tests for TreeExplainer and its conversion mechanisms.

Closes Issues:
This PR closes #58 and closes #55.

@mmschlk mmschlk added bug Something isn't working enhancement New feature or request labels Mar 20, 2024
@mmschlk mmschlk self-assigned this Mar 20, 2024
@mmschlk mmschlk added this to the Initial Version of SHAPIQ milestone Mar 20, 2024
@mmschlk mmschlk merged commit eb91bd8 into main Mar 20, 2024
@mmschlk mmschlk deleted the tree-explainer-random-forrest branch March 20, 2024 13:27
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bug Something isn't working enhancement New feature or request
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shapiq development
Status: ✅ Done
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Initial Version of SHAPIQ
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TreeExplainer is not importable because of errors. Add Random Forrest Support for TreeSHAP-IQ
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