PYTHON : How is the TFIDFVectorizer in scikit-learn supposed to work?

PYTHON : How is the TFIDFVectorizer in scikit-learn supposed to work?

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TfidfVectorizer vs TfidfTransformer in Python's Scikit Learn
TfidfVectorizer vs TfidfTransformer in Python's Scikit Learn
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