End of week 1

During week 1 we  modified the patsy library in order to be able to extract splines derivatives from the R style formula. There is still a lot of work to do here but at least we have something that we can use.

We wrote also the code for the  GAM penalization function.

The plan now is to integrate it with the general framework in order to have the full cost function for all the families of distributions.

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