add shapr implementation to dalex

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#548 opened on Feb 23, 2023 0 comments 0 reactions 0 assignees View on GitHub

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feature 💡 Python 🐍

Dominant language: Python
Stars: 1.5k
Forks: 172
PR merge metrics: No merged PRs in 30d

Description

code: https://github.com/NorskRegnesentral/shapr
paper: https://doi.org/10.1016/j.artint.2021.103502
merge from https://github.com/jakubpw/DALEX

Contributor guide

Open the contributing guide

First steps

Read the whole issue, then the project's contributing guide.
Comment on the issue to say you are picking it up — it saves two people doing the same work.
Fork the repository and make your change on a branch.
Open a pull request that references the issue number.

Research direction

Start by reviewing the shapr repository and the linked paper to understand the requested implementation, then inspect the DALEX codebase and the referenced DALEX fork. Done means agreeing on the integration scope and adding a working shapr implementation to DALEX, with appropriate validation based on the project's existing conventions.

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Assessment

Tech stack: python
Domain: machine-learning
Issue type: Feature
Difficulty: 5/5
Estimated time: Over a week
Activity status: Stale
Clarity: Needs clarification
Newbie friendliness: 25/100

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