SVD - singular value decomposition

thanks Simon Funk's blog, he makes SVD looks like so simple, awesome!!

you can combine pyflix and nullity's SVD code together to make a netflix prize prediction of SVD algorithm, cool, honestly, I think this SVD algorithms can beat a lot of recommendation system in the world.
nullity's SVD on pyflix