code: def get_net():
      
      net = gluon.nn.Sequential()
      with net.name_scope():
          net.add(gluon.nn.Dense(50, activation="relu"))
          net.add(gluon.nn.Dense(1))
      net.initialize()
      return net
docs: Gets a neural network. Better results are obtained with modifications.