An algorithm to learn structure of discrete Bayesian network, this package can deal with observational data, interventional data, or a misture of both.
cd.runis the main function to run coordinate descent algorithm. With the
adaptiveoption, users may choose to use regular group lasso penalty, or adaptive group lasso penalty.
max_lambdais a function to calculate the maximum value of lambda that will penalized all edges to zero.