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mmschlk / shapiq

Shapley Interactions for Machine Learning

Home Page:https://shapiq.readthedocs.io

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Add GT computation to Games

mmschlk opened this issue · comments

commented

Add a way to compute the GT Interaction values for any game. This can be a method in the base game which every game uses as default if it is not overridden in the subclasses.

The GT comp can thus be in three ways

  1. Through brute force (limit should be 20 players or warning)
  2. Through approximation with a default approximator if none is provided by the user
  3. via a specialized subclass overriding this method (like in #133 or the SOUMs)