tDBN is Java implementation of a dynamic Bayesian network (DBN) structure learning algorithm with the same name. It can learn a network structure from a file with multivariate longitudinal observations, and has polynomial time complexity in the number of attributes and observations.
For further details, please refer to the project website: http://josemonteiro.github.io/tDBN/