Quadratic support in HashedDenseFeatures

Checked results using a PolyKernel of d = 1 using the HashedDenseFeatures with quadratic and multiplying each cross term with sqrt(2), against a PolyKernel of d = 2 using DenseFeatures and got the same results. 
https://gist.github.com/van51/6072287