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ShaRP documentation
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ShaRP documentation

Contents

  • Examples
    • ShaRP for classification on large datasets with mixed data types
    • Using ShaRP to explain feature importance across a population
    • Comparison of feature contributions for advantaged and disadvantaged groups
    • Basic usage
    • Comparing different Quantities of Interest (QOIs) in ShaRP
    • Checking running times and error for different parameters
  • API
    • sharp.ShaRP
    • sharp.qoi.DiffQoI
    • sharp.qoi.FlipQoI
    • sharp.qoi.LikelihoodQoI
    • sharp.qoi.RankQoI
    • sharp.qoi.RankScoreQoI
    • sharp.qoi.TopKQoI
    • sharp.qoi.get_qoi
    • sharp.qoi.get_qoi_names
    • sharp.visualization.waterfall
    • sharp.utils.check_feature_names
    • sharp.utils.check_inputs
    • sharp.utils.check_measure
    • sharp.utils.check_qoi
    • sharp.utils.scores_to_ordering
  • Index
ShaRP documentation
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Overview: module code

All modules for which code is available

  • sharp.base
  • sharp.qoi._qoi
  • sharp.utils._checks
  • sharp.utils._rank_utils
  • sharp.visualization._waterfall

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