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General GPModel with child GPfModel

Anne Poot requested to merge gpfmodel into master

The existing GPModel has been renamed to GPfModel, and defined as a child of a new (general) GPModel.

This change in setup allows for a broader range of prior distributions, and a more straightforward implementation of EnKF.

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