shapley_numba

Getting Started

  • Shapley Numba
    • Installation
    • Dependencies
    • Features
    • Quickstart
    • Usage
  • Credits
  • Alternatives

Concepts

  • Concepts
    • Table of Contents
      • Theoretical Concepts
      • Implementation Concepts
  • Theoretical concepts
    • Cooperative games
    • Example of cooperative game - “glove market”
    • Shapley Value
      • Computational Complexity
    • Harsanyi Dividends
    • References
  • Implementation Concepts of shapley_numba
    • Coalition or subset
    • numba-game

Notebooks

  • Notebooks
    • 01 Shapley numba tutorial
    • 02 Black Scholes game.
    • 03 “Dual” game
    • 04 Airport game
      • Example from Wikipedia
      • Implement with shapley-numba
    • 05 Unanimity games
      • Shapley for unanimity games
      • Harsanyi dividends and unanimity games
      • The connection between unanimity games and Harsanyi Dividends.
        • Airport game as sum of unanimity games
    • 06 Comparison with SHAP
      • Performance comparison

API Reference

  • API Reference
    • Core Modules
    • Utilities
    • Examples
    • Full Module Documentation
      • shapley_numba package
        • Subpackages
        • Core Computational Modules
        • shapley_numba.common module
        • shapley_numba.core module
        • shapley_numba.game_templates module
        • shapley_numba.harsanyi module
        • shapley_numba.harsanyi_naive module
        • shapley_numba.shapley module
        • shapley_numba.tools module
        • Module contents
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