Oversampler: Remove nullable type handling when support is added in sklearn
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Once https://github.com/scikit-learn/scikit-learn/issues/25798 has been implemented and released, we should upgrade imblearn to that version, which will allow us to remove the nullable type handling put in place by https://github.com/alteryx/evalml/issues/3974.
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