AFAIK it's not ok to use mutable things as default values, you should do `svd_kwargs=None` and later `if svd_kwargs is None: svd_kwargs = {}`

http://pythonconquerstheuniverse.wordpress.com/2012/02/15/mutable-default-arguments/