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We define and study a natural category of graph limits. The objects are pairs , where (the distribution of vertices) is an abstract probability measure on some abstract measurable space and (the distribution of edges) is an abstract finite measure on the square . Morphisms are random maps between the underlying measurable spaces which preserve the distribution of vertices as well as the distribution of edges. We also define a convergence notion (inspired by s-convergence) for sequences of graph limits. We apply tools from category theory to prove the compactness of the space of all graph limits.

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