Remove target_dtype and supporting infra
#7516
Merged
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With all the work in #7317, we're now at a point where
target_dtypeis no longer used.This PR removes
target_dtypeand all supporting infra. This simplifies our decorators and base class, and reduces the amount of state stored on an estimator. Since this was all private implementation details, this is not a breaking change.