Designed a Boltzmann machine learning scheme, through a Metropolis-Hastings algorithm (MCMC method), aimed at inferring variable's properties from a given data set. Conducted an exaustive descriptive analysis. Designed a Boltzmann machine given a Prior Distribution. Compared the results and improvement of the Bayesian approach with the previous.
Eight-hands written.