A Software for Learning Bayesian Networks

What is URLearning?

URLearning (“You Are Learning!”) is an open source C/C++ software for learning Bayesian network structures from complete discrete data. In the software, the learning problem is formulated as a shortest path problem; various heuristic search algorithms such as A* and breadth-first branch and bound have been applied to solve the problem based on novel bounds and heuristic functions.

URLearning has been developed by current and past members of the Uncertainty Reasoning Lab, and has been used and extended by other researchers all over the world.

Disclaimer: This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.