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[RFC] Add option to store the parameters during the optimization

Vicentini Filippo requested to merge tar into master

Created by: PhilipVinc

Add an option to JsonLog to store the parameters during the optimisation. It will save them at every iteration when data is logged, inside a tar file with no compression. (In the future we might activate compression but it is tricky)

Adds two experimental functions in netket.variational.experimental to read data from a file or a tar file.

I'd like opinions.

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