Statistical Machine Root at statistical mechanics  derive thermodynamic properties of macroscopic bodies from microscopic elements probabilistic nature due to enormous degree of freedom  concept of entropy plays the central role  Gibbs distribution Markov Chain Metropolis algorithm Simulated Annealing Boltzman Machine  device for modeling the underlying probability distribution of data set
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