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0.19.0

Getting started

  • Installation
  • Tutorials
  • Release Notes

Optimal binning algorithms

  • Optimal binning with binary target
  • Optimal binning with continuous target
  • Optimal binning with multiclass target
  • Binning process
  • Binning tables
  • Utilities

Scorecard development

  • Scorecard
  • Counterfactual explanations

Optimal piecewise binning

  • Optimal piecewise binning with binary target
  • Optimal piecewise binning with continuous target

Batch and stream optimal binning

  • Optimal binning sketch with binary target
  • Binning process sketch with binary target

Binning under uncertainty

  • Stochastic optimal binning

Optimal binning 2D

  • Optimal binning 2D with binary target
  • Optimal binning 2D with continuous target
  • Binning 2D tables

Other binning algorithms

  • MDLP discretization algorithm

Utilities

  • Outlier detection
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