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  • Installation
  • Introduction by example
  • Overview
    • Standardized dataset ingestion
    • Standardized output generation
    • API driven design
  • External resources
    • Shapley Value Approximations

Package Reference

  • Shapley
    • Exact Solution
    • Approximate Solutions
shapley
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Index

E | G | M | P | S

E

  • ExactEnumeration (class in shapley.solvers.exact_enumeration)
  • ExpectedMarginalContributions (class in shapley.solvers.expected_marginal_contributions)

G

  • get_average_shapley() (ExactEnumeration method)
    • (ExpectedMarginalContributions method)
    • (MultilinearExtension method)
    • (PermutationSampler method)
  • get_shapley_entropy() (ExactEnumeration method)
    • (ExpectedMarginalContributions method)
    • (MultilinearExtension method)
    • (PermutationSampler method)
  • get_solution() (ExactEnumeration method)
    • (ExpectedMarginalContributions method)
    • (MultilinearExtension method)
    • (PermutationSampler method)

M

  • module
    • shapley.solvers.exact_enumeration
    • shapley.solvers.expected_marginal_contributions
    • shapley.solvers.multilinear_extension
    • shapley.solvers.permutation_sampler
  • MultilinearExtension (class in shapley.solvers.multilinear_extension)

P

  • PermutationSampler (class in shapley.solvers.permutation_sampler)

S

  • setup() (ExactEnumeration method)
    • (ExpectedMarginalContributions method)
    • (MultilinearExtension method)
    • (PermutationSampler method)
  • shapley.solvers.exact_enumeration
    • module
  • shapley.solvers.expected_marginal_contributions
    • module
  • shapley.solvers.multilinear_extension
    • module
  • shapley.solvers.permutation_sampler
    • module
  • solve_game() (ExactEnumeration method)
    • (ExpectedMarginalContributions method)
    • (MultilinearExtension method)
    • (PermutationSampler method)

© Copyright 2023, Benedek Rozemberczki. Revision 42b2308c.

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