Probabilistic Graphical Models


I have compiled this material during my undergraduate course on "Learning Probabilistic Graphical Models" taken by Prof. Parag Singla.

References
  • Daphne Koller Coursera module on Probabilistic Graphical Models
  • Probabilistic Graphical Models: Principles and Techniques. Daphne Koller and Nir Friedman. First Edition, MIT Press, 2009