Boosting DAGs

This repository contains the code for using boosting for causal discovery. The procedures are described here. For citation: https://arxiv.org/abs/2401.06523 @misc{kertel2024boostingcausaladditivemodels, title={Boosting Causal Additive Models}, author={Maximilian Kertel and Nadja Klein}, year={2024}, eprint={2401.06523}, archivePrefix={arXiv}, primaryClass={stat.ML}, url={https://arxiv.org/abs/2401.06523}, }

How to run

For an example, see example.py!

Simulation studies

For details, see the README.md in simulation folder.

Requirements

Developed with python 3.11.8.