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