mbdlyb.formalisms.markovnet
===========================

.. py:module:: mbdlyb.formalisms.markovnet

.. autoapi-nested-parse::

   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.




Submodules
----------

.. toctree::
   :maxdepth: 1

   /api/mbdlyb/formalisms/markovnet/base/index
   /api/mbdlyb/formalisms/markovnet/reasoner/index