code: def test_instantiate_improper_range():
      with pytest.raises(ValueError):
          s = InvertedEncoding1D(
              6, 5, "halfcircular", range_start=20, range_stop=0
          )
          assert s, "Invalid InvertedEncoding1D instance"
      with pytest.raises(ValueError):
          s2 = InvertedEncoding2D(
              stim_xlim=[0, -1],
              stim_ylim=[0, -1],
              stimulus_resolution=[10, 10],
          )
          assert s2, "Invalid InvertedEncoding2D instance"
      with pytest.raises(ValueError):
          s2 = InvertedEncoding2D(
              stim_xlim=[0], stim_ylim=[-1, 0], stimulus_resolution=10
          )
          assert s2, "Invalid InvertedEncoding2D instance"
  
imports: import pytest
  import numpy
  import logging
  from brainiak.reconstruct.iem import InvertedEncoding1D, InvertedEncoding2D
  from brainiak.utils.fmrisim import generate_1d_gaussian_rfs, generate_1d_rf_responses
  from scipy.stats import circmean
label_desc: Use image node_id 2 for calling a global function with example usage: test_instantiate_improper_range() without return types