Bayesian networks in scikit-learn?

Question

Bayesian networks in scikit-learn?

rnso

2021年9月8日 16:19

I am trying to understand and use Bayesian Networks. I see that there are many references to Bayes in scikit-learn API, such as Naive Bayes, Bayesian regression, BayesianGaussianMixture etc. On searching for python packages for Bayesian network I find bayespy and pgmpy.

Is it possible to work on Bayesian networks in scikit-learn?

Topic bayesian-networks

Category Data Science

Soren · Accepted Answer · 2021年9月8日 16:19

1

Soren answered at 2021年9月8日 16:19

PyMC3 is a Python library build on top of Theano. And then there pymc3_models that adds a scikit-learn like API.

Francisco J. Díez · Accepted Answer · 2018年11月27日 10:23

1

Francisco J. Díez answered at 2018年11月27日 10:23

If you wish to understand and use Bayesian networks, you can try OpenMarkov, an open-source tool. I recommend you having a look at its tutorial.

Bayesian networks in scikit-learn?

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