def vectorize(vectorizer, sentences):
    """Vectorizes sentences
    :argument vectorize: CountVectorize
    :argument sentences: list of str (list of sentence)
    :returns a sparse matrix to feed LDA with (for each document, number of each word) (LDA doesn't take order into account)
    """
    return vectorizer.fit_transform(sentences)
