def __init__()

in models.py [0:0]

• 21 lines of code
• 4 McCabe index (conditional complexity)

    def __init__(self, config):
        super(InferSent, self).__init__()
        self.bsize = config['bsize']
        self.word_emb_dim = config['word_emb_dim']
        self.enc_lstm_dim = config['enc_lstm_dim']
        self.pool_type = config['pool_type']
        self.dpout_model = config['dpout_model']
        self.version = 1 if 'version' not in config else config['version']

        self.enc_lstm = nn.LSTM(self.word_emb_dim, self.enc_lstm_dim, 1,
                                bidirectional=True, dropout=self.dpout_model)

        assert self.version in [1, 2]
        if self.version == 1:
            self.bos = '<s>'
            self.eos = '</s>'
            self.max_pad = True
            self.moses_tok = False
        elif self.version == 2:
            self.bos = '<p>'
            self.eos = '</p>'
            self.max_pad = False
            self.moses_tok = True