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Rework the TreeExplainer.

feature 💡New feature or enhancement requestNew feature or enhancement request

Status: Open.

#453 In mmschlk/shapiq;

· mmschlk opened on Oct 24, 2025

Rework TreeSHAP-IQ to work for SV/SII/k-SII and BV/BII

feature 💡New feature or enhancement requestNew feature or enhancement request

Status: Open.

#454 In mmschlk/shapiq;

· mmschlk opened on Oct 24, 2025

Cannot instantiate TreeExplainer object when XGBoost model contains boosting tree with no split

bug 💣Something isn't workingSomething isn't working

Status: Open.

#370 In mmschlk/shapiq;

· Linh-nk opened on Apr 3, 2025

Include Compress Then Explain (CTE) in the Explainer / Imputer interface

explainer 🔍All issues that are linked to explainersAll issues that are linked to explainers

feature 💡New feature or enhancement requestNew feature or enhancement request

imputer 🔧All issues linked to imputersAll issues linked to imputers

long term 📆TODO long termTODO long term

Status: Open.

#225 In mmschlk/shapiq;

· mmschlk opened on Aug 27, 2024

Cat Boost Support for TreeExplainer

explainer 🔍All issues that are linked to explainersAll issues that are linked to explainers

feature 💡New feature or enhancement requestNew feature or enhancement request

help wanted 🙏Extra attention is neededExtra attention is needed

Status: Open.

#97 In mmschlk/shapiq;

· mmschlk opened on Apr 4, 2024

Add Graph Explainer

explainer 🔍All issues that are linked to explainersAll issues that are linked to explainers

feature 💡New feature or enhancement requestNew feature or enhancement request

games 🎲All issues that are linked to gamesAll issues that are linked to games

help wanted 🙏Extra attention is neededExtra attention is needed

imputer 🔧All issues linked to imputersAll issues linked to imputers

Status: Open.

#195 In mmschlk/shapiq;

· mmschlk opened on Aug 19, 2024

Min Order in TreeExplainer has no effect.

bug 💣Something isn't workingSomething isn't working

explainer 🔍All issues that are linked to explainersAll issues that are linked to explainers

Status: Open.

#325 In mmschlk/shapiq;

· mmschlk opened on Feb 17, 2025

The prediction of XGBoostClassifier doesn't match the output of ShapIQ

explainer 🔍All issues that are linked to explainersAll issues that are linked to explainers

question ❔Further information is requestedFurther information is requested

Status: Open.

#353 In mmschlk/shapiq;

· Linh-nk opened on Mar 24, 2025

Modernize Docs

documentation 📚Improvements or additions to documentationImprovements or additions to documentation

maintenance 🔨Code enhancements, tests and maintenanceCode enhancements, tests and maintenance

Status: Open.

#457 In mmschlk/shapiq;

· mmschlk opened on Oct 24, 2025

Add User Guide to the Docs

documentation 📚Improvements or additions to documentationImprovements or additions to documentation

Status: Open.

#466 In mmschlk/shapiq;

· mmschlk opened on Nov 4, 2025

Add KernelSHAP Approx Notebook

approximator 🔧all issues that are linked to approximatorsall issues that are linked to approximators

documentation 📚Improvements or additions to documentationImprovements or additions to documentation

Status: Open.

#307 In mmschlk/shapiq;

· mmschlk opened on Jan 20, 2025

Move Benchmark into shapiq-benchmark

maintenance 🔨Code enhancements, tests and maintenanceCode enhancements, tests and maintenance

Status: Open.

#459 In mmschlk/shapiq;

· mmschlk opened on Oct 29, 2025

Add Datasets from SHAP

feature 💡New feature or enhancement requestNew feature or enhancement request

games 🎲All issues that are linked to gamesAll issues that are linked to games

good first issue 👌An issue which should be a good first issue for getting into the library.An issue which should be a good first issue for getting into the library.

Status: Open.

#476 In mmschlk/shapiq;

· Advueu963 opened on Nov 15, 2025