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Fix TreeSHAPIQ for non-SII based indices.

bug 💣Something isn't workingSomething isn't working

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

help wanted 🙏Extra attention is neededExtra attention is needed

Status: Open.

#408 In mmschlk/shapiq;

· mmschlk opened on Jun 20, 2025

fix flaky tests

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

Status: Open.

#407 In mmschlk/shapiq;

· mmschlk opened on Jun 20, 2025

Add beeswarm plot to SHAP-IQ

feature 💡New feature or enhancement requestNew feature or enhancement request

plot 📊Issues related to visualization utilitiesIssues related to visualization utilities

Status: Open.

#399 In mmschlk/shapiq;

· annprzy opened on Jun 15, 2025

Add Leverage Points to KernelSHAP

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

feature 💡New feature or enhancement requestNew feature or enhancement request

help wanted 🙏Extra attention is neededExtra attention is needed

Status: Open.

#393 In mmschlk/shapiq;

· mmschlk opened on May 30, 2025

Refactor Weights/Distribution Weights/Kernel Weights if possible into a separate module.

game theory 🎲📕Game theory related issuesGame theory related issues

help wanted 🙏Extra attention is neededExtra attention is needed

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

Status: Open.

#390 In mmschlk/shapiq;

· mmschlk opened on May 26, 2025

Add BV to Explainer classes

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

Status: Open.

#389 In mmschlk/shapiq;

· mmschlk opened on May 23, 2025

Make n_players Optional in ExactComputer Init

game theory 🎲📕Game theory related issuesGame theory related issues

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

Status: Open.

#388 In mmschlk/shapiq;

· mmschlk opened on May 23, 2025

Add Formal definition of the SOUM in Doctoring

documentation 📚Improvements or additions to documentationImprovements or additions to documentation

Status: Open.

#387 In mmschlk/shapiq;

· mmschlk opened on May 22, 2025

Redo Finalize Interaction Values

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

Status: Open.

#385 In mmschlk/shapiq;

· mmschlk opened on May 21, 2025

Add an efficient implementation of TreeSHAP-IQ with Rust/C

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

help wanted 🙏Extra attention is neededExtra attention is needed

long term 📆TODO long termTODO long term

Status: Open.

#380 In mmschlk/shapiq;

· mmschlk opened on May 11, 2025

Shape Mismatch in TreeShapIQ for max_order >=2 with FSII and STII

bug 💣Something isn't workingSomething isn't working

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

Status: Open.

#376 In mmschlk/shapiq;

· Advueu963 opened on Apr 29, 2025

Omitting Interactions

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

question ❔Further information is requestedFurther information is requested

Status: Open.

#374 In mmschlk/shapiq;

· N-Talukder opened on Apr 22, 2025

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Version 1.3