Save config and optim history #190
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This PR implements saving of the config used by the solver and the optimization history for subsequent analysis.
The following files are saved only if
outdiroption is setegor_config.json:EgorConfigsrtucture seriallized as jsonegor_history: numpy 2d-array each row being [obj, cstrs, params] value at a given iteration (row index)