Adding Multi-Objective Optimization to Optimizer Evaluator #216
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byte-sculptor
requested review from
amueller,
bpkroth,
edcthayer,
grlap and
sergiy-k
grlap
reviewed
Jan 29, 2021
| pickle.dump(self.regression_model_goodness_of_fit_state, out_file) | ||
| if self.regression_model_fit_state is not None: | ||
| with open(os.path.join(target_folder, "regression_model_goodness_of_fit_state.pickle"), "wb") as out_file: | ||
| pickle.dump(self.regression_model_fit_state, out_file) | ||
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| if self.optima_over_time is not None: | ||
| with open(os.path.join(target_folder, "optima_over_time.pickle"), "wb") as out_file: | ||
| pickle.dump(self.optima_over_time, out_file) |
grlap
approved these changes
Jan 29, 2021
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OptimizerEvaluator now tracks pareto over time, pareto volume over time and multi-objective goodness of fit metrics.
I also added a read_from_disk() method to OptimizerEvaluationReport to mirror the write_to_disk() method and updated the tests to make use of it.