Fresh rerun of entire pybids_tutorial.ipynb

Primarily to reflect the fact that extensions now include leading . .
Extra references on this subject:
- #830 -- about new
  warning from pandas (The frame.append method is deprecate)
- bids-standard/bids-specification#990
  discussion on extensions to include leading .

Author: yarikoptic