[ENH] Enable Grid-Search for TableVectorizer (skrub-data#814)

* apply global sub-estimator default parameter * fix docstirng * fix docstring * remove pytest exception * add changes * Update skrub/_table_vectorizer.py Co-authored-by: Jérôme Dockès <[email protected]> * remove the None conversion to passthrough * add passthrough as default for numerical_transformer * fix precommit --------- Co-authored-by: Jérôme Dockès <[email protected]>
jeromedockes · Nov 9, 2023 · 4b11e62 · 4b11e62
1 parent 2bda119
commit 4b11e62
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diff --git a/CHANGES.rst b/CHANGES.rst
@@ -15,6 +15,10 @@ development and backward compatibility is not ensured.
 Major changes
 -------------
 
+* Pipelines including :class:`TableVectorizer` can now be grid-searched, since
+  we can now call `set_params` on the default transformers of :class:`TableVectorizer`.
+  :pr:`814` by :user:`Vincent Maladiere <Vincent-Maladiere>`
+
 * :func:`to_datetime` is now available to support pandas.to_datetime
   over dataframes and 2d arrays.
   :pr:`784` by :user:`Vincent Maladiere <Vincent-Maladiere>`

diff --git a/skrub/__init__.py b/skrub/__init__.py
@@ -13,7 +13,7 @@
 from ._minhash_encoder import MinHashEncoder
 from ._select_cols import DropCols, SelectCols
 from ._similarity_encoder import SimilarityEncoder
-from ._table_vectorizer import SuperVectorizer, TableVectorizer
+from ._table_vectorizer import TableVectorizer
 from ._target_encoder import TargetEncoder
 
 check_dependencies()
@@ -29,7 +29,6 @@
     "GapEncoder",
     "MinHashEncoder",
     "SimilarityEncoder",
-    "SuperVectorizer",
     "TableVectorizer",
     "TargetEncoder",
     "deduplicate",