merge updates from dev (take 2) #65
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Alpha diversity computations now operate on sparse matrices, converting sample vectors to dense representations one at a time to avoid loading the full dense matrix into memory at once. scikit-bio validation is no longer performed, moving several of the validation steps here.
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