multiLSTM.py 文件源码

def buildModelLSTM_3(self):
        model = Sequential()

        layers = [self.inOutVecDim, 57, 57 * 2, 32, self.inOutVecDim]
        model.add(LSTM(input_dim=layers[0], output_dim=layers[1],
            return_sequences=False))

        model.add(Dense(
            output_dim=layers[4]))

        model.add(Activation(self.activation))

        optimizer = keras.optimizers.RMSprop(lr=0.001)
        model.compile(loss="mae", optimizer=optimizer)

        return model