Software

Software and code package

  • K. Zhang, S. Zhu, M. Kalander, I. Ng, J. Ye, Z. Chen, L. Pan. gCastle: A Python Toolbox for Causal Discovery. Arxiv preprint arXiv:2111.15155, 2021.
    [pdf] [Google scholar]

  • causal-learn: Causal Discovery for Python
    [github]

  • LiNGAM - Discovery of non-gaussian linear causal models
    [github]

  • D. Kalainathan, O. Goudet, R. Dutta. Causal Discovery Toolbox: Uncovering causal relationships in Python. Journal of Machine Learning Research, 21(37): 1:5, 2020.
    [pdf] [code] [Google scholar]

  • M. Kalisch, M Mächler, Diego Colombo, Marloes H. Maathuis, Peter Bühlmann. Causal Inference Using Graphical Models with the R Package pcalg. Journal of Statistical Software, 47(11): 1-26, 2012.
    [pdf] [code] [Google scholar]