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ocdt's Introduction

OCDT

Optimal Covering Decision Tree

Lots of up to date work and old leftovers

Directories:

  • convexhull: old, just a 3d view of a dataset
  • data: all datasets. Also a viewer like that in convexhul with a filter for inliers dataset.
  • github_cart: a cart from github
  • hyperbox: hyperbox AABB clustering. Python older, c++ newer. Works only on small datasets
  • interpretableAI: their solution, needs licensing
  • MIPmodel: minimal covering cuts. Python older, c++ unfinished stub, c# the real thing, with ortools
  • plotTree: reads the cuts and plots the tree. Python older, c++ binary tree, c# nonbinary tree

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