Fix note highlighting

[jimhavrilla]

Cong's current code for the notes just makes all highlighted terms yellow. I want to distinguish them.

[jimhavrilla]

This is now done.

[jimhavrilla]

Added a box around it and while I was at it, fixed a favicon.ico issue by having Flask serve it.