Hacktoberfest 2026: the issues maintainers tagged for October, open and beginner-friendly. Browse Hacktoberfest issues

Shapley Interactions and Shapley Values for Machine Learning

Is mmschlk/shapiq beginner-friendly?

The maintainers of mmschlk/shapiq usually reply to a pull request within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars
787
Forks
76
Open beginner issues
0
Indexed issues
25
Avg merge
1d 11h
Merged PRs (30d)
34
Dominant language
Python
License
MIT
Last GitHub push
Oct 6, 2026
Latest indexed
Oct 6, 2026
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Beginner labels
No beginner labels indexed

How to contribute to mmschlk/shapiq

  1. Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
  2. Read its code of conduct: it covers issues and pull requests as well as chat.
  3. Your contributions will be published under the project's MIT license.
  4. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.

Issues somebody may already be working on are listed last. List everything by date

  • Predict function parsing does not include decison_function
    Open

    Difficulty 2/5 1-3 hours Newbie friendliness 78/100

    mmschlk/shapiq#649 ·

    Maintainers usually reply within 1 day

  • Interactive Shapley estimator benchmark and private local evaluations
    Open
    feature 💡

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#601 · 1 comment ·

    Maintainers usually reply within 1 day

  • Update Approximatorrouting in TabularExplainer
    May be free again @Advueu963 claimed this 108 days ago, and no pull request is open. Open
    explainer 🔍 maintenance 🔨

    mmschlk/shapiq#565 · 3 comments · 1 reaction · 1 assignee ·

    Maintainers usually reply within 1 day

  • Add a notebook with an example for explaining the CLIP model (FIxLIP)
    May be free again @hbaniecki claimed this 346 days ago, and no pull request is open. Open
    documentation 📚

    mmschlk/shapiq#477 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Turn ty on for tests
    Open
    maintenance 🔨

    Difficulty 3/5 1-2 days Newbie friendliness 35/100

    mmschlk/shapiq#473 ·

    Maintainers usually reply within 1 day

  • Add User Guide to the Docs
    May be free again @mmschlk claimed this 354 days ago, and no pull request is open. Open
    documentation 📚

    mmschlk/shapiq#466 · 1 assignee ·

    Maintainers usually reply within 1 day

  • More efficient ExactComputer
    Open

    Difficulty 4/5 3-5 days Newbie friendliness 42/100

    mmschlk/shapiq#451 · 1 comment ·

    Maintainers usually reply within 1 day

  • add an exemplary visualization to the language model notebook
    Open
    documentation 📚

    Difficulty 2/5 Half a day Newbie friendliness 45/100

    mmschlk/shapiq#439 ·

    Maintainers usually reply within 1 day

  • Refactor Weights/Distribution Weights/Kernel Weights if possible into a separate module.
    Open
    game theory 🎲📕 help wanted 🙏 maintenance 🔨

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#390 ·

    Maintainers usually reply within 1 day

  • Add L1 normalization to Regression approximation
    Open
    approximator 🔧 feature 💡 help wanted 🙏

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#368 ·

    Maintainers usually reply within 1 day

  • Take care of categorical features in Explainers
    Open
    explainer 🔍 feature 💡 help wanted 🙏 imputer 🔧 long term 📆

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#358 · 2 comments · 1 reaction ·

    Maintainers usually reply within 1 day

  • Incorporate Pure/Partial/Full Explanation
    Open
    explainer 🔍 feature 💡 game theory 🎲📕

    Difficulty 5/5 Over a week Newbie friendliness 20/100

    mmschlk/shapiq#306 ·

    Maintainers usually reply within 1 day

  • Include Compress Then Explain (CTE) in the Explainer / Imputer interface
    May be free again @hbaniecki claimed this 795 days ago, and no pull request is open. Open
    explainer 🔍 feature 💡 imputer 🔧 long term 📆

    mmschlk/shapiq#225 · 1 reaction · 1 assignee ·

    Maintainers usually reply within 1 day

  • Add Graph Explainer
    May be free again @mmschlk claimed this 354 days ago, and no pull request is open. Open
    explainer 🔍 feature 💡 games 🎲 help wanted 🙏 imputer 🔧

    mmschlk/shapiq#195 · 1 assignee ·

    Maintainers usually reply within 1 day

  • Add Example Notebook for Large Language Models
    Open
    documentation 📚 help wanted 🙏 long term 📆

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#187 ·

    Maintainers usually reply within 1 day

  • Add Image Imputer
    Open
    feature 💡 imputer 🔧 long term 📆

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    mmschlk/shapiq#186 · 2 comments ·

    Maintainers usually reply within 1 day

  • Paper List for Timeline
    Possibly taken @mmschlk claimed this 10 days ago. Open
    documentation 📚

    mmschlk/shapiq#631 · 1 comment · 1 assignee ·

    Maintainers usually reply within 1 day

  • Add causal Shapley values (Heskes et al., 2020)
    Possibly taken @bongho claimed this 40 days ago. Open
    feature 💡 game theory 🎲📕 games 🎲 good first issue 👌

    Difficulty 4/5 3-5 days Newbie friendliness 25/100

    mmschlk/shapiq#599 · 2 comments ·

    Maintainers usually reply within 1 day

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