GeNIe 5.0

GeNIe 5.0, available for download as of this date, is our next big step toward full fusion of Bayesian networks with systems of equations. It allows for continuous nodes inside DBNs (Dynamic Bayesian Networks), specified by means of equations and continuous probability distributions. This allows for building models that mimic systems of difference equations, deriving insightful graphs such as temporal value plots or phase space diagrams. These models are solved not symbolically but rather by simulation, which allows for complete modeling freedom and exploration of dynamic systems with noise. Other new features include Most Probable Explanation (MPE) and bulk update.