369a0097a17f16fd2a54bbe121e58074dfdf7da3,wordclasses/wctool.py,,main,#,8

Before Change

        num_words = 0
        num_moves = 0
        for word in optimizer.vocabulary:
            print(word)
            num_words += 1
            if optimizer.move_to_best_class(word):
                num_moves += 1
                print("iteration {}, {} words, {} moves, log likelihood {}".format(

After Change

    if args.vocabulary is None:
        vocabulary = Vocabulary.from_corpus(args.training_set,
                                            args.num_classes)
        args.training_set.seek(0)
    else:
        vocabulary = Vocabulary.from_file(args.vocabulary,
                                          args.vocabulary_format)
    statistics = WordStatistics(args.training_set, vocabulary)

Instances