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Failed Additivity Check

Status: Open.

#4239 In shap/shap;

· oseanblue02 opened on Dec 15, 2025

Reenable CausalML tests

ciRelating to Continuous Integration / GitHub ActionsRelating to Continuous Integration / GitHub Actions

dependenciesPull requests that update a dependency filePull requests that update a dependency file

good first issueThis is a fix that might be easier for someone to do as a first contributionThis is a fix that might be easier for someone to do as a first contribution

Status: Open.

#4237 In shap/shap;

· CloseChoice opened on Dec 11, 2025

<code>shap_values()</code> <code>X</code> and return value

Status: Open.

#4225 In shap/shap;

· khteh opened on Nov 23, 2025

<code>shap_values</code> with XGBoost model using pandas Series throws <code>KeyError: 'object'</code>

Status: Open.

#4224 In shap/shap;

· khteh opened on Nov 23, 2025

<code>force_plot</code> truncated at the top

Status: Open.

#4223 In shap/shap;

· khteh opened on Nov 21, 2025

<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