CausalDisco

CausalDisco is a Python package providing baseline algorithms and analytics tools for Causal Discovery. It is distributed under the open source 3-clause BSD license. The source code can be found on https://github.com/CausalDisco/CausalDisco/. If you publish work using CausalDisco, please consider citing the publications

• Beware of the Simulated DAG!

• Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models.

@article{reisach2021beware,
title={Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game},
author={Reisach, Alexander G. and Seiler, Christof and Weichwald, Sebastian},
journal={Advances in Neural Information Processing Systems},
volume={34},
year={2021}
}

@article{reisach2023simple,
title={Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models},
author={Reisach, Alexander G. and Tami, Myriam and Seiler, Christof and Chambaz, Antoine and Weichwald, Sebastian},
journal={arXiv preprint arXiv:2303.18211},
year={2023}
}

Installation

$ pip install CausalDisco

Getting Started

• Simple Example
• API Reference