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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _get_hyperparameters(self):
 """Get internal optimization parameters."""

        hyperparameters = {}
        for key in self._hyperparameters:
            hyperparameters[key] = getattr(self, key)
        return hyperparameters