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This lecture discusses the relationship between the total number of matchings of a given size and the entropy at a specific energy level, exploring the Bethe free entropy and its approximation to the free entropy in random graphs. The lecture also covers an algorithm to compute the number of matchings based on fixed point messages and the Bethe free entropy calculation.
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