ColumnTransformer
=================

.. currentmodule:: sklearn.compose

.. autoclass:: ColumnTransformer
   :members:
   :inherited-members:
   :special-members: __call__

.. minigallery:: sklearn.compose.ColumnTransformer sklearn.compose.ColumnTransformer.__delattr__ sklearn.compose.ColumnTransformer.__dir__ sklearn.compose.ColumnTransformer.__eq__ sklearn.compose.ColumnTransformer.__format__ sklearn.compose.ColumnTransformer.__ge__ sklearn.compose.ColumnTransformer.__getattribute__ sklearn.compose.ColumnTransformer.__getitem__ sklearn.compose.ColumnTransformer.__getstate__ sklearn.compose.ColumnTransformer.__gt__ sklearn.compose.ColumnTransformer.__hash__ sklearn.compose.ColumnTransformer.__init__ sklearn.compose.ColumnTransformer.__init_subclass__ sklearn.compose.ColumnTransformer.__le__ sklearn.compose.ColumnTransformer.__lt__ sklearn.compose.ColumnTransformer.__ne__ sklearn.compose.ColumnTransformer.__new__ sklearn.compose.ColumnTransformer.__reduce__ sklearn.compose.ColumnTransformer.__reduce_ex__ sklearn.compose.ColumnTransformer.__repr__ sklearn.compose.ColumnTransformer.__setattr__ sklearn.compose.ColumnTransformer.__setstate__ sklearn.compose.ColumnTransformer.__sizeof__ sklearn.compose.ColumnTransformer.__sklearn_clone__ sklearn.compose.ColumnTransformer.__sklearn_tags__ sklearn.compose.ColumnTransformer.__str__ sklearn.compose.ColumnTransformer.__subclasshook__ sklearn.compose.ColumnTransformer._add_prefix_for_feature_names_out sklearn.compose.ColumnTransformer._build_request_for_signature sklearn.compose.ColumnTransformer._call_func_on_transformers sklearn.compose.ColumnTransformer._get_default_requests sklearn.compose.ColumnTransformer._get_doc_link sklearn.compose.ColumnTransformer._get_empty_routing sklearn.compose.ColumnTransformer._get_feature_name_out_for_transformer sklearn.compose.ColumnTransformer._get_metadata_request sklearn.compose.ColumnTransformer._get_param_names sklearn.compose.ColumnTransformer._get_params sklearn.compose.ColumnTransformer._get_params_html sklearn.compose.ColumnTransformer._get_remainder_cols sklearn.compose.ColumnTransformer._get_remainder_cols_dtype sklearn.compose.ColumnTransformer._hstack sklearn.compose.ColumnTransformer._html_repr sklearn.compose.ColumnTransformer._iter sklearn.compose.ColumnTransformer._log_message sklearn.compose.ColumnTransformer._record_output_indices sklearn.compose.ColumnTransformer._replace_estimator sklearn.compose.ColumnTransformer._repr_html_inner sklearn.compose.ColumnTransformer._repr_mimebundle_ sklearn.compose.ColumnTransformer._set_params sklearn.compose.ColumnTransformer._sk_visual_block_ sklearn.compose.ColumnTransformer._update_fitted_transformers sklearn.compose.ColumnTransformer._validate_column_callables sklearn.compose.ColumnTransformer._validate_names sklearn.compose.ColumnTransformer._validate_output sklearn.compose.ColumnTransformer._validate_params sklearn.compose.ColumnTransformer._validate_remainder sklearn.compose.ColumnTransformer._validate_transformers sklearn.compose.ColumnTransformer.fit sklearn.compose.ColumnTransformer.fit_transform sklearn.compose.ColumnTransformer.get_feature_names_out sklearn.compose.ColumnTransformer.get_metadata_routing sklearn.compose.ColumnTransformer.get_params sklearn.compose.ColumnTransformer.set_output sklearn.compose.ColumnTransformer.set_params sklearn.compose.ColumnTransformer.transform 
   :add-heading: Gallery examples
   :heading-level: -