Bayesian Network

A Bayesian Network is a directed acyclic graph where nodes represent random variables and edges represent conditional dependencies between them. Each node has a probability distribution that quantifies how it depends on its parent nodes. The network allows efficient computation of joint, conditional, and marginal probabilities by exploiting these dependencies.