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[ENH] Enable Grid-Search for TableVectorizer #814

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merged 12 commits into from
Nov 9, 2023
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Merged

[ENH] Enable Grid-Search for TableVectorizer #814

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4a4d686
apply global sub-estimator default parameter
Vincent-Maladiere Nov 2, 2023
677ad6d
Merge branch 'main' into make_tv_grid_searchable
Vincent-Maladiere Nov 2, 2023
db14b9b
fix docstirng
Vincent-Maladiere Nov 2, 2023
d205778
Merge branch 'main' into make_tv_grid_searchable
Vincent-Maladiere Nov 4, 2023
22f681d
fix docstring
Vincent-Maladiere Nov 4, 2023
a627851
remove pytest exception
Vincent-Maladiere Nov 4, 2023
c3f5636
add changes
Vincent-Maladiere Nov 4, 2023
28e4c0d
Update skrub/_table_vectorizer.py
Vincent-Maladiere Nov 6, 2023
8d5c639
remove the None conversion to passthrough
Vincent-Maladiere Nov 8, 2023
cebd9cb
add passthrough as default for numerical_transformer
Vincent-Maladiere Nov 8, 2023
2827ae4
Merge branch 'main' into make_tv_grid_searchable
Vincent-Maladiere Nov 9, 2023
a0e9978
fix precommit
Vincent-Maladiere Nov 9, 2023
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4 changes: 4 additions & 0 deletions CHANGES.rst
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Expand Up @@ -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>`
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3 changes: 1 addition & 2 deletions skrub/__init__.py
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Expand Up @@ -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()
Expand All @@ -29,7 +29,6 @@
"GapEncoder",
"MinHashEncoder",
"SimilarityEncoder",
"SuperVectorizer",
"TableVectorizer",
"TargetEncoder",
"deduplicate",
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