Representing independencies using pgmpy
To represent independencies, pgmpy has two classes, namely IndependenceAssertion and Independencies. The IndependenceAssertion class is used to represent individual assertions of the form of 
or 
. Let's see some code to represent assertions:
# Firstly we need to import IndependenceAssertion In [1]: from pgmpy.independencies import IndependenceAssertion # Each assertion is in the form of [X, Y, Z] meaning X is # independent of Y given Z. In [2]: assertion1 = IndependenceAssertion('X', 'Y') In [3]: assertion1 Out[3]: ...Get Mastering Probabilistic Graphical Models Using Python now with the O’Reilly learning platform.
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