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Aggregate prediction explanations for derived features #1901

Merged
merged 15 commits into from Mar 3, 2021
Merged

Aggregate prediction explanations for derived features #1901

merged 15 commits into from Mar 3, 2021

Commits on Mar 3, 2021

  1. Rough draft.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  2. Displaying pipeline features when the feature is not in the original … 

    …data.
    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  3. Displaying aggregated shap values.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  4. Fixing some tests.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  5. Unit tests passing.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  6. Aggregating all features we can aggregate. Adding tests.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  7. Adding comment explaining feature selection in _make_rows.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  8. Adding comments to _aggregate_shap_values.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  9. Fixing docstring in _aggregate_shap_values.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  10. Adding PR 1901 to release notes.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  11. Adding extra test case for when some created features are dropped.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  12. Adding comments to _user_interface.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  13. Updating comment in _aggregate_shap_values_dict.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  14. Fixing docstrings.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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  15. Updating docstring in _aggregate_shap_values_dict.

    @freddyaboulton
    freddyaboulton committed Mar 3, 2021
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