Entropy, Thermodynamics, Machine Learning.
macrostates. Second Law of Thermodynamics (Statistical Mechanics Version): In an isolated system, the system will always progress to a Macrostate that corresponds to the maximum number of Microstates. S = k log W The entropy S of a macro state is k times the natural logarithm of the number W of