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varrek/project_pipeline.py

Created January 16, 2022 14:51
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  1. varrek created this gist Jan 16, 2022.
    10 changes: 10 additions & 0 deletions project_pipeline.py
    View file
    Original file line number Diff line number Diff line change
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    logreg = Pipeline(steps=[("vectorizer", TfidfVectorizer(max_df=MAX_DF,
    min_df=MIN_DF,
    stop_words=russian_stopwords,
    token_pattern=u'(?ui)\\b\\w*[а-я]+\\w*\\b')),
    ("log_reg", LogisticRegression(n_jobs=N_JOBS,
    solver="saga",
    multi_class="multinomial",
    random_state=100500))
    ],
    verbose=True)