According to the [pyagrum tutorial ](https://pyagrum.readthedocs.io/en/2.2.0/notebooks/21-Models_InfluenceDiagram.html#LIMID-versus-Influence-Diagram), we may have to introduce the addNoForgettingAssumption to be able to solve classical IDs.