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| from sklearn.feature_extraction.text import TfidfVectorizer | |
| vectorizer = TfidfVectorizer(max_features=5000) | |
| def fit_vectorizer(texts): | |
| return vectorizer.fit(texts) | |
| def transform(texts): | |
| return vectorizer.transform(texts).toarray() |