To run the code, please install python 3.6 and open the notebook 
"Testing Recurrent vs Non-Recurrent.ipynb" in jupyter. 
Then follow the instructions there.

A HTML version of the IPython notebook is also supplied, 
titled "Testing Recurrent vs Non-Recurrent.html"