Added Python implementation of the filter.
The book kind of side stepped the Python implementation for awhile. I put the implementation much earlier to give reader familiarity with the equations earlier. I moved the ooptional walkthrough to the end of the text, but it needs extensive editting as the code is quite obsolete.
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