Belief PropagationExplores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.
Information Theory: BasicsCovers the basics of information theory, entropy, and fixed points in graph colorings and the Ising model.