@mdesco did you see my pull request against your branch, https://github.com/mdesco/dipy/pull/6 ? I suggest we drop remove_negative_values in favor of `numpy.clip` I think clip is pretty self explanatory and if we use it in our examples, I think even novice users will have no problem adopting it.