Paper: Validated numerics in Python with ValidiP (David Sanders)

This is David Sanders's contribution to the SciPy 2014 proceedings: Validated numerics in Python with `ValidiPy`

Now ready for review.
It might be interesting to hear about performance considerations.  How much slower are operations in ValidPy than operations in Pure Python or in NumPy.  How might these differences change in a language like Julia.