Issues

• Paper List for Timeline

  documentation 📚
  mmschlk/shapiq#631 · Filter by author mmschlk opened on Oct 21, 2026 · v2.0.0
  1

  

• Interactive Shapley estimator benchmark and private local evaluations

  feature 💡
  mmschlk/shapiq#601 · Filter by author rtealwitter opened on Sep 29, 2026
  1

• Add causal Shapley values (Heskes et al., 2020)

  feature 💡game theory 🎲📕games 🎲good first issue 👌
  mmschlk/shapiq#599 · Filter by author bongho opened on Sep 16, 2026
  2

• Update Approximatorrouting in TabularExplainer

  explainer 🔍maintenance 🔨
  mmschlk/shapiq#565 · Filter by author Advueu963 opened on Jul 15, 2026
  3

  

• Add a notebook with an example for explaining the CLIP model (FIxLIP)

  documentation 📚
  mmschlk/shapiq#477 · Filter by author hbaniecki opened on Nov 18, 2025
  

• Turn ty on for tests

  maintenance 🔨
  mmschlk/shapiq#473 · Filter by author mmschlk opened on Nov 6, 2025 · v2.0.0

• Add User Guide to the Docs

  documentation 📚
  mmschlk/shapiq#466 · Filter by author mmschlk opened on Nov 4, 2025
  

• More efficient ExactComputer

  mmschlk/shapiq#451 · Filter by author FFmgll opened on Oct 16, 2025 · v2.0.0
  1

• add an exemplary visualization to the language model notebook

  documentation 📚
  mmschlk/shapiq#439 · Filter by author hbaniecki opened on Sep 17, 2025

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

  game theory 🎲📕help wanted 🙏maintenance 🔨
  mmschlk/shapiq#390 · Filter by author mmschlk opened on May 26, 2025 · v2.0.0

• Add L1 normalization to Regression approximation

  approximator 🔧feature 💡help wanted 🙏
  mmschlk/shapiq#368 · Filter by author mmschlk opened on Apr 2, 2025

• Take care of categorical features in Explainers

  explainer 🔍feature 💡help wanted 🙏imputer 🔧long term 📆
  mmschlk/shapiq#358 · Filter by author mmschlk opened on Mar 27, 2025 · v2.0.0
  2

• Incorporate Pure/Partial/Full Explanation

  explainer 🔍feature 💡game theory 🎲📕
  mmschlk/shapiq#306 · Filter by author mmschlk opened on Jan 20, 2025 · v2.0.0

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

  explainer 🔍feature 💡imputer 🔧long term 📆
  mmschlk/shapiq#225 · Filter by author mmschlk opened on Aug 27, 2024 · v2.0.0
  

• Add Graph Explainer

  explainer 🔍feature 💡games 🎲help wanted 🙏imputer 🔧
  mmschlk/shapiq#195 · Filter by author mmschlk opened on Aug 19, 2024 · v2.0.0
  

• Add Example Notebook for Large Language Models

  documentation 📚help wanted 🙏long term 📆
  mmschlk/shapiq#187 · Filter by author mmschlk opened on Aug 16, 2024 · v2.0.0

• Add Image Imputer

  feature 💡imputer 🔧long term 📆
  mmschlk/shapiq#186 · Filter by author mmschlk opened on Aug 16, 2024 · v2.0.0
  2