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  • scikit-uplift

Contents

  • Installation
  • Quick Start
  • User Guide
  • API sklift
    • sklift.models
    • sklift.metrics
    • sklift.viz
    • sklift.datasets
  • Tutorials
  • Contributing to scikit-uplift
  • Release History
  • Hall of Fame
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API sklift

This is the modules reference of scikit-uplift.

  • sklift.models
    • sklift.models.SoloModel
    • sklift.models.ClassTransformation
    • sklift.models.ClassTransformationReg
    • sklift.models.TwoModels
  • sklift.metrics
    • sklift.metrics.uplift_at_k
    • sklift.metrics.uplift_curve
    • sklift.metrics.perfect_uplift_curve
    • sklift.metrics.uplift_auc_score
    • sklift.metrics.qini_curve
    • sklift.metrics.perfect_qini_curve
    • sklift.metrics.qini_auc_score
    • sklift.metrics.weighted_average_uplift
    • sklift.metrics.uplift_by_percentile
    • sklift.metrics.response_rate_by_percentile
    • sklift.metrics.treatment_balance_curve
    • sklift.metrics.average_squared_deviation
    • sklift.metrics.max_prof_uplift
    • sklift.metrics.make_uplift_scorer
  • sklift.viz
    • sklift.viz.plot_uplift_preds
    • sklift.viz.plot_qini_curve
    • sklift.viz.plot_uplift_curve
    • sklift.viz.plot_treatment_balance_curve
    • sklift.viz.plot_uplift_by_percentile
  • sklift.datasets
    • sklift.datasets.clear_data_dir
    • sklift.datasets.get_data_dir
    • sklift.datasets.fetch_lenta
      • Lenta Uplift Modeling Dataset
    • sklift.datasets.fetch_x5
      • X5 RetailHero Uplift Modeling Dataset
    • sklift.datasets.fetch_criteo
      • Criteo Uplift Modeling Dataset
    • sklift.datasets.fetch_hillstrom
      • Kevin Hillstrom Dataset: MineThatData
    • sklift.datasets.fetch_megafon
      • MegaFon Uplift Competition Dataset
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© Copyright 2022, Maksim Shevchenko and Contributors. Revision 0038e659.

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