Various updates required due to library API changes
Mostly minor updates to accommodate changes in numpy, pandas, seaborn, nibabel.
I have removed one of the sections in the pandas practical (groupby.....aggregate), as it needs re-working, and I don't have time to do it at the moment.
Edited by Paul McCarthy
