1.9.0
MNT _convert_container "dataframe" -> "pandas" (#33956)
MNT Switch to absolute imports enforced by `ruff` (#31847)
MNT Fix typos found by typos (#33916)
MNT Clean-up deprecations for 1.8: Imputer drops empty feature when keep_empty_features=False even if strategy='constant' (#32266)