Machine Learning, Data Science, Artificial Intelligence.
definition of a metric allows for broad applicability and consistent manipulation of fundamental concepts. For example, the Wasserstein loss, used in generative AI for more efficient training, satisfies the criteria of a metric function. This allows us to apply the properties of a metric space to