Add text to example notebooks

[erikvansebille]

The examples are now pure python notebooks, with minimal markdown. A bit more text (e.g. changing some comments to section headers) would help the users navigate the notebooks

[michaeldenes]

This has been fixed in #29 and #32 for other tutorial notebooks