pgmpy_notebook
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added some stuff
most of the work here is very light - pgmpy isn't available in anaconda - so I included a small bit of code -
import sys
sys.path.append('/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/')
that looks for the python 3 framework - this only seems to be a problem on mac with jupyter notebook.
This is an initial thought of how to handle this, perhaps some other thoughts would be good around this.