Top 3 structure-learning open source projects

Python Library for learning (Structure and Parameter) and inference (Probabilistic and Causal) in Bayesian Networks.

Sum-Product Network learning routines in python

Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"