def dev_network_linear(self,input_shape):
        '''
        network architecture with no hidden layer, equivalent to linear mapping from
        raw inputs to anomaly scores
        '''
        x_input = Input(shape=input_shape)
        intermediate = Dense(1, activation='linear',  name = 'score')(x_input)
        return Model(x_input, intermediate)

        network architecture with no hidden layer, equivalent to linear mapping from
        raw inputs to anomaly scores
        
adbench/baseline/DevNet/run.py