Tutorial.ipynb

[fedhere]

each figure should be generated by a different script and a different function called in the notebook - each function should state which plot it reproduces. this should be not to hard a change cause you do not have a lof of figures

[marxwillia]

Each figure from the paper now has a script to generate it in /code/PlotScripts. I think the tutorial notebook should not abstract away the plots being made specifically so that users can see what code is run in a nice notebook environment.