code: def testSupportBijectorOutsideRange(self):
      loc = np.array([1.0, 2.0, 5.0]).astype(np.float32)
      scale = 2.0
      concentration = np.array([-5.0, -2.0, 1.0]).astype(np.float32)
      dist = gp.GeneralizedPareto(
          loc=loc,
          scale=scale,
          concentration=concentration,
          validate_args=True,
      )
  
      x = np.array([1.0 - 1e-6, 3.1, 4.9]).astype(np.float32)
      bijector_inverse_x = (
          dist.experimental_default_event_space_bijector().inverse(x)
      )
      self.assertAllNan(self.evaluate(bijector_inverse_x))
  
imports: import hypothesis
  import hypothesis.strategies
  import numpy
  from scipy import stats
  import tensorflow.compat.v2
  from tensorflow_probability.python.distributions import generalized_pareto
  from tensorflow_probability.python.internal import hypothesis_testlib
  from tensorflow_probability.python.internal import test_util
  from tensorflow_probability.python.math import gradient
label_desc: Use image node_id 5 for calling the GeneralizedParetoTest obj's underlying member method code with example usage: obj.testSupportBijectorOutsideRange() without return types