PEP-8 compliance, typo fixes.
Fixed erroroneous statement about PDFs.

For some reason I stated the PDF displayed the probability,
not the probability density.
Bug in dog animation cell.

We were adding the movement error in the wrong place, causing the
filter output to never vary dispite changes in sensor noise.

Also some PEP-8 cleanup.