paper

srlearn: A Python Library for Gradient-Boosted Statistical Relational Models

arXiv:1912.08198

Abstract

We present srlearn, a Python library for boosted statistical relational models. We adapt the scikit-learn interface to this setting and provide examples for how this can be used to express learning and inference problems.

Ninth International Workshop on Statistical Relational AI (StarAI 2020). Software online at https://github.com/hayesall/srlearn

srlearn: A Python Library for Gradient-Boosted Statistical Relational Models · wovepaper