TfidfVectorizer
===============

.. currentmodule:: sklearn.feature_extraction.text

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

.. minigallery:: sklearn.feature_extraction.text.TfidfVectorizer sklearn.feature_extraction.text.TfidfVectorizer.__init__ sklearn.feature_extraction.text.TfidfVectorizer.build_analyzer sklearn.feature_extraction.text.TfidfVectorizer.build_preprocessor sklearn.feature_extraction.text.TfidfVectorizer.build_tokenizer sklearn.feature_extraction.text.TfidfVectorizer.decode sklearn.feature_extraction.text.TfidfVectorizer.fit sklearn.feature_extraction.text.TfidfVectorizer.fit_transform sklearn.feature_extraction.text.TfidfVectorizer.get_feature_names_out sklearn.feature_extraction.text.TfidfVectorizer.get_metadata_routing sklearn.feature_extraction.text.TfidfVectorizer.get_params sklearn.feature_extraction.text.TfidfVectorizer.get_stop_words sklearn.feature_extraction.text.TfidfVectorizer.inverse_transform sklearn.feature_extraction.text.TfidfVectorizer.set_params sklearn.feature_extraction.text.TfidfVectorizer.transform 
   :add-heading: Gallery examples
   :heading-level: -