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Improve Estimator and DataSet objects #197

@g-bauer

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@g-bauer
  • More cost functions
  • Option for normalization (weights, dividing by number (sqrt) of data points per property)
  • Validate inputs of Estimator (check that dimension of data, weights and losses is consistent)
  • Use quantity::si for return values of DataSet::get_input

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