New notebook formalizes MKS and tests variance and bias.

New notebook introduces MKSRegression class with `fit` and `predict`
methods to make it compatible with sklearn.

 * Currently, the MSE is showing that test error is best with a quite
   low value on `Nbin`. Need to figure out if this makes sense.