Comments (2)
connortann
commented on June 15, 2024
1
Do we really want to deprecate
PermutationExplainer.shap_values? That is possible for all other explainers aswell, don't see why we should introduce inconsistency here.
Good point. I didn't give that one sufficient thought when I searched the repo for the word "deprecated". I'll make a PR to remove that warning.
Whilst I'm at it, I shall also ensure we have the versionadded and versionchanged notes to the docstrings of recent breaking changes.
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CloseChoice
commented on June 15, 2024
Do we really want to deprecate PermutationExplainer.shap_values? That is possible for all other explainers aswell, don't see why we should introduce inconsistency here.
Edit: I would also suggest to remove auto_size_plot from beeswarm entirely, since it is already ignored. Maybe even something for 0.45.0?
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Related Issues (20)
- Questions: question about SamplingExplainer HOT 1
- BUG: SHAP values calculated using CPU differ from SHAP values calculated using GPU HOT 5
- BUG: TypeError: ufunc 'isfinite' not supported for the input types HOT 4
- BUG: Additivity check failed HOT 1
- When plotting the shap text it is showing an extra letter(Ġ) before every word. HOT 1
- Demangle pytorch and tensorflow dependencies
- ENH: Python 3.13 Support
- TypeError: In v0.20, force plot now requires the base value as the first parameter! Try shap.plots.force(explainer.expected_value, shap_values) or for multi-output models try shap.plots.force(explainer.expected_value[0], shap_values[0]). HOT 1
- Key not found with shap.TreeExplainer and XGBRegressor HOT 1
- BUG: Unable to Generate SHAP values for a dataframe containing text data trained on lstm model HOT 2
- BUG: Error with SHAP Partial Dependence Plot: ValueError: DataFrame.dtypes for data must be int, float, bool or category
- ENH: integrated gradients
- Support tf 2.16 and keras 3 HOT 4
- BUG: shap.plots.bar(shap_values) TypeError
- BUG: Custom masker offset is not working properly
- BUG: AssertionError, the SHAP explanations do not sum up to the model's output!
- BUG: Background dataset subsampling HOT 4
- BUG: AttributeError: 'tuple' object has no attribute 'as_list' (tensorflow 2.15.0) HOT 2
- [Meta-issue] Release 0.46.0
- [Meta-issue] Increase test coverage
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