ax/modelbridge/transforms/choice_encode.py [92:108]:
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                )
            else:
                transformed_parameters[p.name] = p
        return SearchSpace(
            parameters=list(transformed_parameters.values()),
            parameter_constraints=[
                pc.clone_with_transformed_parameters(
                    transformed_parameters=transformed_parameters
                )
                for pc in search_space.parameter_constraints
            ],
        )

    def untransform_observation_features(
        self, observation_features: List[ObservationFeatures]
    ) -> List[ObservationFeatures]:
        for obsf in observation_features:
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ax/modelbridge/transforms/int_to_float.py [97:114]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
                )
            else:
                transformed_parameters[p.name] = p

        return SearchSpace(
            parameters=list(transformed_parameters.values()),
            parameter_constraints=[
                pc.clone_with_transformed_parameters(
                    transformed_parameters=transformed_parameters
                )
                for pc in search_space.parameter_constraints
            ],
        )

    def untransform_observation_features(
        self, observation_features: List[ObservationFeatures]
    ) -> List[ObservationFeatures]:
        for obsf in observation_features:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -