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<code>ValueError: DataFrame.dtypes for data must be int, float, bool or category. When categorical type is supplied, the experimental DMatrix parameter</code>enable_categorical<code> must be set to </code>True<code>. Invalid columns:422: object</code>

awaiting feedbackIndicates that further information is required from the issue creatorIndicates that further information is required from the issue creator

Status: Open.

#4214 In shap/shap;

· khteh opened on Nov 12, 2025

Open Discussion: Dropping support for smaller tree model libraries?

help wantedIndicates that a maintainer wants help on an issue or pull requestIndicates that a maintainer wants help on an issue or pull request

Status: Open.

#4212 In shap/shap;

· CloseChoice opened on Nov 11, 2025

Feature request: Support for custom probability thresholds in TreeExplainer

Status: Open.

#4195 In shap/shap;

· wasup07 opened on Oct 31, 2025

TabularExplainer on SHAPIQ and KernelExplainer on SHAP extremely slow on TabPFN for small dataset (173 instances)

awaiting feedbackIndicates that further information is required from the issue creatorIndicates that further information is required from the issue creator

Status: Open.

#4194 In shap/shap;

· wasup07 opened on Oct 31, 2025

Clarification needed: TreeExplainer output for XGBoost - log odds vs log odds ratio

question

Status: Open.

#4193 In shap/shap;

· wasup07 opened on Oct 31, 2025

GPUTreeExplainer Tracker

Status: Open.

#4182 In shap/shap;

· CloseChoice opened on Oct 16, 2025

BUG: RuntimeError: hook <code>hook</code> has changed the size of value.

awaiting feedbackIndicates that further information is required from the issue creatorIndicates that further information is required from the issue creator

bugIndicates an unexpected problem or unintended behaviourIndicates an unexpected problem or unintended behaviour

deep explainerRelating to DeepExplainer, tensorflow or pytorchRelating to DeepExplainer, tensorflow or pytorch

Status: Open.

#4177 In shap/shap;

· peterzheng98 opened on Oct 12, 2025

ENH: Linear TreeShap Implementation

enhancementIndicates new feature requestsIndicates new feature requests

Status: Open.

#4175 In shap/shap;

· CharlesCousyn opened on Oct 8, 2025

Which method is better for TreeSHAP expected value: data count or hessian sum?

Status: Open.

#4166 In shap/shap;

· linjunhe opened on Sep 23, 2025

Request: Add tree path dependent approach to catboost shap value calculation

enhancementIndicates new feature requestsIndicates new feature requests

Status: Open.

#4165 In shap/shap;

· ElliottMetzler opened on Sep 16, 2025

ENH: <code>stochtree</code> compatibility

enhancementIndicates new feature requestsIndicates new feature requests

Status: Open.

#4164 In shap/shap;

· marcoBmota8 opened on Sep 13, 2025

ENH: Implementation of CEShap

enhancementIndicates new feature requestsIndicates new feature requests

Status: Open.

#4163 In shap/shap;

· vsantosu opened on Sep 6, 2025