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Add a Tutorial Notebook for Data Valuation #190

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mmschlk opened this issue Aug 16, 2024 · 0 comments
Open

Add a Tutorial Notebook for Data Valuation #190

mmschlk opened this issue Aug 16, 2024 · 0 comments
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documentation Improvements or additions to documentation games All issues that are linked to games
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@mmschlk
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mmschlk commented Aug 16, 2024

Add a tutorial notebook showing how shapiq can be used in the context of data valuation.

This notebook should explain how the data valuation problem can be framed as a cooperative game and how shapiq can then be used on this game to get some insights for this game.

An exact computation can be done for a small example and an approximation for a larger one. Runtime for tests would be problematic as the models are retrained.

@mmschlk mmschlk added documentation Improvements or additions to documentation games All issues that are linked to games labels Aug 16, 2024
@mmschlk mmschlk added this to the v1.1.0 milestone Aug 19, 2024
@Advueu963 Advueu963 self-assigned this Sep 20, 2024
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Labels
documentation Improvements or additions to documentation games All issues that are linked to games
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Status: 📋 Backlog
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