Efficient algorithms to explore the Rashomon set of rule set models

This repository contains the source code of the paper "Efficient Exploration of the Rashomon Set of Rule Set Models" (KDD 2024)

Environment setup

The source code is tested with Python 3.8 on MacOS 14.4.1

Example usage

Contact people

• Han Xiao: xiaohan2012@gmail.com
• Martino Ciaperoni: martino.ciaperoni@aalto.fi

TODO

• add example usage
• create pyproject.toml
• add environment setup instructions
• fix unit tests
  • tests/test_meel.py::TestUniGen::test_prepare
  • tests/test_bbSampleTree.py
• clean up unused notebooks
• rename package to rds
• add citation section
• linting and formatting