Bayesvl software package (Github Repository)

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Bayesvl is R package for visually learning the graphical structures of Bayesian networks, and performing Hamiltonian Markov chain Monte Carlo (MCMC) with 'Stan'.


* Creating the (starting) graphical structure of Bayesian networks
* Creating one or more random Bayesian networks learned from dataset with customized constraints
* Generating Stan code for structures of Bayesian networks for sampling and parameter learning
* Plotting the Bayesian network graphs 
* Performing Markov chain Monte Carlo (MCMC) simulations and plotting various graphs for posteriors check
* Compatibility with R 3.4 or newer versions


Github repository (v1.0):

Cran project (v0.85):