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monotone

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This project mainly implements the Monotonic Optimal Binning(MOB) algorithm in SAS 9.4. We extend the application of this algorithm which can be applied to numerical and categorical data. In order to avoid the problem of creating too many bins, we optimize the p-value iteratively and provide bins size first binning, monotonicity first binning, a…

  • Updated Jul 5, 2023
  • SAS

A from-scratch Python library for Monotone Co-Design Problems (MCDPs) after Censi (2015): compose design problems over functionality/resource posets with series/parallel/feedback, solve Pareto fronts by Kleene fixed-point iteration. Ships uncertainty, online learning, temporal & sequential co-design, 25 worked examples, and a 113-page manual.

  • Updated Jul 20, 2026
  • Jupyter Notebook

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