Looking at the docs, the `Notes` section here is incorrect as it should be using Sphinx's directive for notes `.. note::`, see the Deprecation Warning section [here](https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt).