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.)