discretecdAlgorithm

An algorithm to learn structure of discrete Bayesian network, this package can deal with observational data, interventional data, or a mixture of both.

algorithm

• 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.