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.__delattr__ sklearn.feature_extraction.text.TfidfVectorizer.__dir__ sklearn.feature_extraction.text.TfidfVectorizer.__eq__ sklearn.feature_extraction.text.TfidfVectorizer.__format__ sklearn.feature_extraction.text.TfidfVectorizer.__ge__ sklearn.feature_extraction.text.TfidfVectorizer.__getattribute__ sklearn.feature_extraction.text.TfidfVectorizer.__getstate__ sklearn.feature_extraction.text.TfidfVectorizer.__gt__ sklearn.feature_extraction.text.TfidfVectorizer.__hash__ sklearn.feature_extraction.text.TfidfVectorizer.__init__ sklearn.feature_extraction.text.TfidfVectorizer.__init_subclass__ sklearn.feature_extraction.text.TfidfVectorizer.__le__ sklearn.feature_extraction.text.TfidfVectorizer.__lt__ sklearn.feature_extraction.text.TfidfVectorizer.__ne__ sklearn.feature_extraction.text.TfidfVectorizer.__new__ sklearn.feature_extraction.text.TfidfVectorizer.__reduce__ sklearn.feature_extraction.text.TfidfVectorizer.__reduce_ex__ sklearn.feature_extraction.text.TfidfVectorizer.__repr__ sklearn.feature_extraction.text.TfidfVectorizer.__setattr__ sklearn.feature_extraction.text.TfidfVectorizer.__setstate__ sklearn.feature_extraction.text.TfidfVectorizer.__sizeof__ sklearn.feature_extraction.text.TfidfVectorizer.__sklearn_clone__ sklearn.feature_extraction.text.TfidfVectorizer.__sklearn_tags__ sklearn.feature_extraction.text.TfidfVectorizer.__str__ sklearn.feature_extraction.text.TfidfVectorizer.__subclasshook__ sklearn.feature_extraction.text.TfidfVectorizer._build_request_for_signature sklearn.feature_extraction.text.TfidfVectorizer._char_ngrams sklearn.feature_extraction.text.TfidfVectorizer._char_wb_ngrams sklearn.feature_extraction.text.TfidfVectorizer._check_params sklearn.feature_extraction.text.TfidfVectorizer._check_stop_words_consistency sklearn.feature_extraction.text.TfidfVectorizer._check_vocabulary sklearn.feature_extraction.text.TfidfVectorizer._count_vocab sklearn.feature_extraction.text.TfidfVectorizer._get_default_requests sklearn.feature_extraction.text.TfidfVectorizer._get_doc_link sklearn.feature_extraction.text.TfidfVectorizer._get_metadata_request sklearn.feature_extraction.text.TfidfVectorizer._get_param_names sklearn.feature_extraction.text.TfidfVectorizer._get_params_html sklearn.feature_extraction.text.TfidfVectorizer._html_repr sklearn.feature_extraction.text.TfidfVectorizer._limit_features sklearn.feature_extraction.text.TfidfVectorizer._repr_html_inner sklearn.feature_extraction.text.TfidfVectorizer._repr_mimebundle_ sklearn.feature_extraction.text.TfidfVectorizer._sort_features sklearn.feature_extraction.text.TfidfVectorizer._validate_ngram_range sklearn.feature_extraction.text.TfidfVectorizer._validate_params sklearn.feature_extraction.text.TfidfVectorizer._validate_vocabulary sklearn.feature_extraction.text.TfidfVectorizer._warn_for_unused_params sklearn.feature_extraction.text.TfidfVectorizer._word_ngrams 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: -