Scikit-learn text feature extractors ==================================== KTT can provide facilities for using most Scikit-learn text feature extractors with your classifiers. Two of the bundled models also make use of Scikit-learn's ``TfidfVectorizer`` facilities. At present, KTT comes bundled with one predesigned Scikit-learn preprocessor, the ``SnowballStemmerPreprocessor``. As its name implies, this preprocessor stems non-stopword tokens in your text to reduce the amount of vocabulary your encoder has to learn. Its stop words dictionary is powered by NLTK. API --- .. automodule:: utils.encoders.snowballstemmer :members: :special-members: