3.1.7. pywhy_graphs.algorithms.mag_to_pag#
- pywhy_graphs.algorithms.mag_to_pag(G: PAG)[source]#
Converts the provided mag into a pag using the FCI algorithm.
The FCI algorithms, as defined in [1] is a provably complete for learning all the tractable features of an MAG, thus producing a PAG.
- Parameters:
- GMAG
The MAG.
- Returns:
- pagPAG
The PAG constructed from the MAG.