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shap.plots.decision return matplotlib.axes.Axes if return_objects=False
#4205
opened Nov 11, 2025 by
ljw20180420
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2 tasks
Make shap.plots.text compatible with numpy2.
#4204
opened Nov 11, 2025 by
ljw20180420
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2 tasks
Fix the but that SamplingExplainer.explain index both pandas DataFrame and Series. Series does not need index.
#4200
opened Nov 7, 2025 by
ljw20180420
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1 of 2 tasks
Fixed custom axis bug for partial dependence and added tests
awaiting feedback
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todo
Indicates issues that should be excluded from being marked as stale
#4140
opened Jul 24, 2025 by
SamuelePunzo
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Propagate _xgb_dmatrix_props to SHAP value calculation for DMatrices
todo
Indicates issues that should be excluded from being marked as stale
#4091
opened May 21, 2025 by
cedricdonie
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2 tasks done
MAINT: Added deprecation warning to show argument for waterfall plot
todo
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FIX: Resolve numpy array comparison error in SHAP's KernelExplainer
#3985
opened Feb 1, 2025 by
bewygs
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2 tasks done
MAINT: use "default" matplotlib style for tests
#3982
opened Jan 29, 2025 by
hachoj
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2 tasks done
ENH: Handle binary classifier in beeswarm plot
enhancement
Indicates new feature requests
visualization
Relating to plotting
#3981
opened Jan 28, 2025 by
connortann
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2 tasks done
Add Interaction Order to Explanation Class
todo
Indicates issues that should be excluded from being marked as stale
#3939
opened Dec 30, 2024 by
CloseChoice
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2 tasks done
ENH: Causal Shapley values for Masker based explainers
#3915
opened Nov 28, 2024 by
max1e
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6 tasks done
Refactor color tuple creation to ensure compatibility with RGB values
#3911
opened Nov 11, 2024 by
AndPuQing
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1 of 2 tasks
ENH: new plotting API for violin plot to accept/return axes
awaiting feedback
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visualization
Relating to plotting
#3893
opened Oct 19, 2024 by
FrenkT
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2 tasks done
Add tests for layernorm and add op_handler functions
#3890
opened Oct 15, 2024 by
JulioHC00
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docs: document important APIs in Explanation and Explainers
documentation
Relating to readthedocs, notebooks, and exposition in docstrings
ENH: Adding Saliency Map plot to _image.py
awaiting feedback
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enhancement
Indicates new feature requests
todo
Indicates issues that should be excluded from being marked as stale
visualization
Relating to plotting
#3845
opened Sep 3, 2024 by
eaguaida
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2 tasks done
improve transparency concerning background samples
#3650
opened May 11, 2024 by
CloseChoice
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1 of 2 tasks
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