Adds sklearn version check for ColumnTransformer import #374
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This PR adds a scikit-learn version check to only add
ColumnTransformer
to thedask_ml.compose
namespace ifColumnTransformer
is present insklearn
(i.e.sklearn
version >=0.20.0.dev0
).For example, currently
dask_ml
will still attempt to importColumnTransformer
when using v0.19.1 of scikit-learn:This
sklearn
version check is similar to what's done forOneHotEncoder
indask_ml/preprocessing/__init__.py
dask-ml/dask_ml/preprocessing/__init__.py
Lines 30 to 33 in b5b6954