aai-institute / aai-institute/pyDVL

Notebook illustrating semi-values

Open
#322 0 comments 0 reactions 0 assignees View on GitHub
documentation
Dominant language
Python
Stars
146
Forks
10
PR merge metrics
No merged PRs in 30d

Description

#319 implements Banzhaf indices and Beta Shapley, but only superficially documents them. We need a notebook comparing them to other methods, along the lines of the experiments in the respective papers.

This should be done after or as part of #230 and #231

Contributor guide

Open the contributing guide

Research direction

Look at the implementation of Banzhaf indices and Beta Shapley from issue #319. Review the papers referenced for these methods to understand the experimental comparisons needed. Create a Jupyter notebook in the repository's examples or docs section, following the style of existing notebooks. The notebook should compare these methods to other data valuation techniques already in pyDVL, demonstrating their behavior and utility.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, python
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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