Claudio Meggio

path_boost: A Python Package for Interpretable Graph-Level Prediction using Path-Based Gradient Boosting

Claudio Meggio, Johan Pensar, Riccardo De Bin

We present path_boost, a Python package for interpretable supervised learning on graph-structured input data. The package implements PathBoost, a gradient boosting algorithm that automatically discovers predictive labeled paths within graphs during the learning process. Unlike gr…Read more