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n3fit methodology features

Emanuele Roberto Nocera requested to merge n3fit_extrafeatures into master

Created by: wilsonmr

Seperating out the methodological changes made in #508 so that can be purely for adding closure test

Here we add l1 l2 regularizer in a slightly ugly way which should be improved and the option to fit in the basis which diagonalises the covariance matrix

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