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The compare_documents function in the current implementation does not perform pairwise comparison correctly when comparing documents. For n elements, there should be (n(n-1))/2 comparisons. Your code does for n=100 385 comparisons when it should do 4950. I am not quite sure why, but I think pairwise comparison is the intended function.

comparisons are now pairwise
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