These are very lightweight wrappers around scipy's pearson and spearman functions. I think we can remove these two functions here and use scipy's versions directly in other code (e.g., QIIME).

Is this a change you'll be able to make here, or should we (likely either @gregcaporaso or myself) make this change after merge?