Bayesian networks

Plain Bayesian networks are practically small. Otherwise you can never get enough data to learn or test them. Since the inference problem and the learning problem are both practically solved for small networks, perhaps the largest remaining problem is a UI one, that is presenting the tool as something the user believes to be useful, and it actually is.

Small temporal networks are also solved.