Do these rules still apply in the examples section? https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt#common-rest-concepts

>Use italics, bold, and monospace if needed in any explanations (but not for variable names and doctest code or multi-line code). Variable, module, function, and class names should be written between single back-ticks (`numpy`).