Probabilistic Graphical Models: A Gentle Intro – DZone
What Are Probabilistic Graphical Models (PGMs)? Probabilistic models represent complex systems by defining a joint probability distribution over multiple random variables, effectively capturing the uncertainty and dependencies within the system. However, as the number of variables increases, the joint distribution...