model_zoo.py 文件源码

def create(self):
        self.textual_embedding(self, mask_zero=False)
        self.add(Convolution1D(
            nb_filter=self._config.language_cnn_filters,
            filter_length=self._config.language_cnn_filter_length,
            border_mode='valid',
            activation=self._config.language_cnn_activation,
            subsample_length=1))
        #self.add(MaxPooling1D(pool_length=self._config.language_max_pool_length))
        self.add(self._config.recurrent_encoder(
            self._config.hidden_state_dim, 
            return_sequences=False,
            go_backwards=False))
        self.deep_mlp()
        self.add(Dense(self._config.output_dim))
        self.add(Activation('softmax'))