def testScalarCongruency(self):
with self.test_session():
bijector = PowerTransform(power=0.2, validate_args=True)
assert_scalar_congruency(bijector,
lower_x=-2.,
upper_x=1.5,
rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = Chain((Exp(), Softplus()))
assert_scalar_congruency(bijector,
lower_x=1e-3,
upper_x=1.5,
rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = Exp()
assert_scalar_congruency(bijector,
lower_x=-2.,
upper_x=1.5,
rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = bijectors.Invert(bijectors.Exp())
assert_scalar_congruency(bijector,
lower_x=1e-3,
upper_x=1.5,
rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = affine_lib.Affine(shift=3.6,
scale_identity_multiplier=0.42,
event_ndims=0)
bijector_test_util.assert_scalar_congruency(bijector,
lower_x=-2.,
upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = chain_lib.Chain(
(exp_lib.Exp(), softplus_lib.Softplus()))
bijector_test_util.assert_scalar_congruency(bijector,
lower_x=1e-3,
upper_x=1.5,
rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = Exp()
assert_scalar_congruency(
bijector, lower_x=-2., upper_x=1.5, rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = identity_lib.Identity()
bijector_test_util.assert_scalar_congruency(bijector,
lower_x=-2.,
upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = chain_lib.Chain((exp_lib.Exp(), softplus_lib.Softplus()))
bijector_test_util.assert_scalar_congruency(
bijector, lower_x=1e-3, upper_x=1.5, rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = bijectors.Invert(bijectors.Exp())
assert_scalar_congruency(
bijector, lower_x=1e-3, upper_x=1.5, rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = affine_lib.Affine(
shift=3.6, scale_identity_multiplier=0.42, event_ndims=0)
bijector_test_util.assert_scalar_congruency(
bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = Softplus(event_ndims=0)
assert_scalar_congruency(bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = Identity()
assert_scalar_congruency(
bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector_test_util.assert_scalar_congruency(sigmoid.Sigmoid(),
lower_x=-7.,
upper_x=7.)
def testScalarCongruency(self):
with self.test_session():
assert_scalar_congruency(Sigmoid(), lower_x=-7., upper_x=7.)
def testScalarCongruency(self):
with self.test_session():
bijector = Identity()
assert_scalar_congruency(bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = Softplus(event_ndims=0)
assert_scalar_congruency(
bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector_test_util.assert_scalar_congruency(
sigmoid.Sigmoid(), lower_x=-7., upper_x=7.)
def testScalarCongruency(self):
with self.test_session():
bijector = PowerTransform(
power=0.2, validate_args=True)
assert_scalar_congruency(
bijector, lower_x=-2., upper_x=1.5, rtol=0.05)
def testScalarCongruency(self):
with self.test_session():
bijector = identity_lib.Identity()
bijector_test_util.assert_scalar_congruency(
bijector, lower_x=-2., upper_x=2.)
def testScalarCongruency(self):
with self.test_session():
bijector = Chain((Exp(), Softplus()))
assert_scalar_congruency(
bijector, lower_x=1e-3, upper_x=1.5, rtol=0.05)
def testScalarCongruencyWithPositiveHingeSoftness(self):
with self.test_session():
bijector = Softplus(event_ndims=0, hinge_softness=1.3)
assert_scalar_congruency(bijector, lower_x=-2., upper_x=2.)
def testScalarCongruencyWithPositiveHingeSoftness(self):
with self.test_session():
bijector = Softplus(event_ndims=0, hinge_softness=1.3)
assert_scalar_congruency(
bijector, lower_x=-2., upper_x=2.)
