Computing Information Content In Python

I need to compute information content from two Python lists. I understand that I can use the following formula where the probabilities are computed from the histograms of the list.

Solution 1:

Check out the information_content function in the biopython library: http://biopython.org/DIST/docs/tutorial/Tutorial.html#htoc303