Constructing non-parametric Bayesian networks from data

The objective of this thesis is to design an algorithm for learning the structure of non-parametric Bayesian networks (BNs) from data and has been written as part of acquiring the bachelor's degree at the Delft Institute of Applied Mathematics of the TU Delft. Inspiration for improving an existing algorithm while designing a new procedure was...