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Implement INLA method for pmx.fit #532

@Michal-Novomestsky

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@Michal-Novomestsky

Currently pmx.fit supports pathfinder and Laplace methods. It should also include an option to use INLA.

Part of the INLA roadmap #340.

This should only implement the minimum high-level functionality required for INLA to work. Finer-grained features should be addressed in subsequent issues.

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