Causal structure learning algorithms

[kenneth-lee-ch]

Does PyAgrum implement the PC algorithm, conditional independence tests, and Meek Rules?

[phwuil]

I did not answer to this question :-)

• conditionanl ind. tests are accessible via BNLearner (see this notebook)
• Meek rules are implemented but not in an accessible way (should change in not so long)
• PC algorithm is not implemented. However MIIC algorithm is a constraint-based algorithm that uses MutualInformation as a conditional independance test.