I would like the Mayavi section back in. Most of it can be put in a 'tip' environment, to avoid displaying it in slide mode. However, I believe that it is really important, in the scipy lecture notes, to give pointers to people early. This is the value of the notes, compared to separate tutorials, or the original package's documentation.