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I have a feature matrix, where the columns correspond to the features and the rows are the data points. My matrix is zero-inflated, meaning there are many false-negative zero entries in my matrix. I would like to compute the similarity between my data points, so I was wondering which distance function might be a good fit for such data sets.

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