A new open-source Python package called ODTlearn has been released, designed for learning optimal decision trees. This package implements state-of-the-art mixed-integer optimization frameworks for predictive and prescriptive tasks. ODTlearn supports various types of optimal trees, including those for classification, fair classification, and those robust to distribution shifts, and is built for easy maintenance and extension. AI
IMPACT Provides researchers and practitioners with a new tool for developing advanced decision tree models for complex prediction and prescription tasks.
RANK_REASON Publication of a new open-source software package for machine learning research on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]
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