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Extract VMC functionality from driver class

Vicentini Filippo requested to merge github/fork/femtobit/vmc-sampling into master

Created by: femtobit

This PR extracts the VMC functionality of NetKet from the driver class. Instead, separate functions implementing the VMC sampling and estimation of expectation values, variances, and gradients are now provided in vmc_sampling.{hpp,cc} as part of the netket::vmc namespace.

The Python functions still need documentation, which I will add soon. In the meantime, let me know what you think of the rest of the PR.

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