mbdlyb.formalisms.markovnet
Markov Network formalism module.
This module provides a Markov Network implementation for undirected probabilistic graphical models. It enables reasoning with factor graphs and undirected dependencies using the pyAgrum library as the backend.
- ivar MarkovNet:
The main Markov network class.
- ivar MarkovNode:
A probabilistic node in a Markov network.
- ivar MarkovAutoSplitNode:
A Markov network node with automatic parent splitting.
- ivar MNDependency:
A dependency relationship in a Markov network.
- ivar MNInfluence:
An influence factor in a Markov network.
- ivar MarkovNetReasoner:
An inference engine for Markov networks.