Information theory is, in my opinion, basically the study of Euclidean spaces with a huge dimensionality, particularly problems like sphere covering and sphere packing. Many things are easier when the dimensionality approaches infinity, but unfortunately such a space is quite hard to visualize and usually impossible to deal with directly using a
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