[Python] Can SHAP be used to calculate shapely values for traditional coalitional game theory...

Discussão em 'Python' iniciado por Stack, Abril 12, 2025.

  1. Stack

    Stack Membro Participativo

    I am currently working on a project that needs me to calculate the shapely values of players that enter into a coalition. I've written up the value function, but was wondering if there was a way to take my set of players, and the value function I have written and plug those into a shap library function, as I assume that their implementations would be far more efficient than mine.

    I understand that this library seeks to use shapely values to help explain the results of ML models, but as it calculates shapely values as part of this, is there any way to just give it my set of agents, as well as my value function? Or is there another way to easily do so?

    Thank you very much.

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