Import matplotlib in performance.ipynb
Merge pull request #6 from nkeim/fix-perf-nb-imports

Add "%pylab inline" to performance.ipynb, in case pylab not imported on startup
Update and expand section on PIMS; add review of advanced features.
DOC: Update walkthrough
Merge pull request #7 from danielballan/update-walkthrough

Update walkthrough