Modeling binary data
	• Given a training set of binary vectors, fit a model that will assign a probability to other binary vectors. – Useful for deciding if other binary vectors come from the same distribution. – This can be used for monitoring complex systems to detect unusual behavior. – If we have models of several different distributions it can be used to compute the posterior probability that a particular  distribution produced the observed data.