rdag

rdag_mle

python code to generate RDAGs [1, Definition 2.1], to sample from their distribution, and to compute MLEs

rdag_mle_figures

code to generate the figures in [1]. contains the function "mle_compare", which compares the RDAG MLE with its corresponding uncoloured DAG MLE.

the algorithm used to compute the RDAG MLE is [1, Algorithm 1].

references

[1] Visu Makam, Philipp Reichenbach, and Anna Seigal: Symmetries in directed Gaussian graphical models, arXiv:2108.10058