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

@inproceedings{reisach2023scale,
    title = {{A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models}},
    author = {Alexander G. Reisach and Myriam Tami and Christof Seiler and Antoine Chambaz and Sebastian Weichwald},
    booktitle = {{Advances in Neural Information Processing Systems 36 (NeurIPS)}},
    year = {2023},
    doi = {10.48550/arXiv.2303.18211},
}

@inproceedings{reisach2021beware,
    title = {{Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game}},
    author = {Alexander G. Reisach and Christof Seiler and Sebastian Weichwald},
    booktitle = {{Advances in Neural Information Processing Systems 34 (NeurIPS)}},
    year = {2021},
    doi = {10.48550/arXiv.2102.13647},
}

Installation

$ pip install CausalDisco

Getting Started