A fast shapley score calculator

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  • License: MIT
  • Author: Mathew Shen <datahonor@gmail.com>
  • Tags GameTheory , Shapley
  • Requires: Python >=3.9
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Project description

Shapley

PyPI - Version MIT licensed

shapley is a fast Shapley value calculator written in rust.

Quick Start

Install

pip install shapleyrs

Usage

from shapleyrs import Shapley

shapley = Shapley(players=[1, 2], coalition_worth={
    (): 0,
    (1,): 10,
    (2,): 20,
    (1, 2): 30,
})

print(shapley.shapley_value(1)) # 10
print(shapley.shapley_value(2)) # 20

Project details

Verified details

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Project links
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  • License: MIT
  • Author: Mathew Shen <datahonor@gmail.com>
  • Tags GameTheory , Shapley
  • Requires: Python >=3.9
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This version

0.1.1

0.1.0

0.0.1

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