WIP: ICA notebook

Looks good so far. For some reason there was a complaint about my data
set although I downloaded it today. Also one figure opened twice for
some reason, once directly below the cell, then a second time in a new Out. Despite this, all figures are there and the ica is decomposed. Should be fine for tutorial purposes.