Bayesian network using BNLEARN package in python

Question

can we create a Bayesian network using bnlearn package in python for 7 continuous variables (if the variables are categorical I can create a BN model)? If so, can you please guide me to any reference or example.

erdogant · Accepted Answer · 2022-03-07 16:08:50Z

1

At the moment bnlearn can only be used for discrete/categorical modeling. There are possibilities to model your data though. You can for example discretize your variables with domain/experts knowledge or maybe a more data-driven threshold. Lets say, if you have a temperature, you can mark temperature < 0 as freezing, and >0 as normal. Or many smaller categories.

edited Mar 7, 2022 at 16:08

answered Oct 17, 2021 at 17:50

erdogant

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