Пример #1
0
def data_from_config(config_file):
    """
    Returns features, scores, elapsed time in seconds etc.
    and searchspace from a config file
    """
    config = Config(config_file)
    session = config.trials()

    searchspace = config.search_space()
    history = [[t.parameters, t.test_scores, t.status, t.elapsed]
               for t in session.query(Trial).all()]

    return get_data(history, searchspace) + (searchspace, )