Optimization and Machine Learning (OptiMaL) Lab at the University of Toronto
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Empowering-DTs-via-Shape-Functions
Empowering-DTs-via-Shape-Functions PublicEmpowering Decision Trees via Shape Function Branching
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- sgtlearn Public
sgtlearn is a Python package for learning Shape Generalized Trees (SGTs). 🌳 Shape Generalized Trees (SGTs): A class of decision trees where each node applies a learnable, axis-aligned shape function to a feature for non-linear and interpretable splits. https://arxiv.org/abs/2510.19040
- NeurCAM Public
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