pgmpy icon indicating copy to clipboard operation
pgmpy copied to clipboard

[ENH] Add a fit method to MarkovNetwork

Open ankurankan opened this issue 6 months ago • 3 comments

The Maximum Likelihood Estimator (MLE) method can estimate the parameters of a Junction Tree (i.e. DiscreteFactor objects). Check if there is a way to utilize this to implement a DiscreteMarkovNetwork.fit method that learns the DiscreteFactors and adds them to the network. The behavior should be similar to Bayesian Network class methods such as DiscreteBayesianNetwork.fit or LinearGaussianBayesianNetwork.fit

ankurankan avatar Jun 26 '25 03:06 ankurankan

Hello @ankurankan I would like to work on this issue. Could you please assign it to me

Thank you

andoriyaprashant avatar Jun 29 '25 23:06 andoriyaprashant

Hey, I would like to know if the issue is still unresolved? I am new to opensource Can you assign it to me if possible?

Aymuos22 avatar Jul 25 '25 08:07 Aymuos22

@Aymuos22 Have assigned it to you. Let me know if you need any help with it.

ankurankan avatar Jul 25 '25 16:07 ankurankan