Using %matplotlib widget instead of %matplotlib notebook,tk,etc

Matplotlib supports specifying a renderer in a notebook cell. Most of these implementations will shell out to an interactive window when plotting.

Some of the interactive options do not work within in VS code.

As of right now, the best option is to use %matplotlib widget, which embeds an html based control into the VS code notebook.