Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments

The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in ge

Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to l

"This is a short, practical guide that allows data scientists to understand the concepts of Graphical models and enables them to try them out using small Python

This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selecti