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Introduced OOFMeanEncoder - #1097

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Introduced OOFMeanEncoder#1097
jusspatel wants to merge 3 commits into
feature-engine:mainfrom
jusspatel:main

sparse matrix check fix and OOF consistency check fix for py311-sklea…

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