Rich ipynb outputs are printed in text form

[tnwei]

Viewing a pandas DataFrame correctly renders in plain ASCII, however calling display() on one would render it as a markdown table which looks a bit unwieldy! Is there a way to render these rich outputs with a more graceful fallback?