woodwork
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Stop converting to `float64` dtype before qcut call
Due to a Pandas bug that doesn't allow calling pd.qcut
on Float64Dtype
columns, we had to add a conversion to float64
in statistics_utils._make_categorical_for_mutual_info
that should be removed once the bug is fixed.
- https://github.com/pandas-dev/pandas/issues/40730
pandas qcut has been updated to support Float64Dtype and Int64Dtype:
- https://github.com/pandas-dev/pandas/pull/40969
pandas releases on a monthly basis and it should be in the May release.