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  /external/tensorflow/tensorflow/contrib/distributions/python/kernel_tests/
chi2_test.py 38 expected_log_pdf = stats.chi2.logpdf(x, df_v)
42 self.assertAllClose(log_pdf.eval(), expected_log_pdf)
46 self.assertAllClose(pdf.eval(), np.exp(expected_log_pdf))
mvn_full_covariance_test.py 77 expected_log_pdf = scipy_mvn.logpdf(x)
81 self.assertAllClose(expected_log_pdf, log_pdf.eval())
97 expected_log_pdf = scipy_mvn.logpdf(x)
101 self.assertAllClose(expected_log_pdf, log_pdf.eval())
inverse_gamma_test.py 54 expected_log_pdf = stats.invgamma.logpdf(x, alpha_v, scale=beta_v)
57 self.assertAllClose(log_pdf.eval(), expected_log_pdf)
61 self.assertAllClose(pdf.eval(), np.exp(expected_log_pdf))
72 expected_log_pdf = stats.invgamma.logpdf(x, alpha_v, scale=beta_v)
76 self.assertAllClose(log_pdf_values, expected_log_pdf)
81 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
92 expected_log_pdf = stats.invgamma.logpdf(x, alpha_v, scale=beta_v)
96 self.assertAllClose(log_pdf_values, expected_log_pdf)
101 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
mvn_tril_test.py 60 expected_log_pdf = scipy_mvn.logpdf(x)
64 self.assertAllClose(expected_log_pdf, log_pdf.eval())
80 expected_log_pdf = scipy_mvn.logpdf(x)
84 self.assertAllClose(expected_log_pdf, log_pdf.eval(), atol=0., rtol=0.02)
104 expected_log_pdf = scipy_mvn.logpdf(x)
107 self.assertAllClose(expected_log_pdf, log_pdf.eval()[1])
183 expected_log_pdf = stats.multivariate_normal(
185 self.assertAllClose(expected_log_pdf, x_log_pdf)
half_normal_test.py 104 expected_log_pdf = stats.halfnorm(scale=scale.eval()).logpdf(x)
105 self.assertAllClose(expected_log_pdf, log_pdf.eval())
106 self.assertAllClose(np.exp(expected_log_pdf), pdf.eval())
123 expected_log_pdf = stats.halfnorm(scale=scale.eval()).logpdf(x)
124 self.assertAllClose(expected_log_pdf, log_pdf.eval())
125 self.assertAllClose(np.exp(expected_log_pdf), pdf.eval())
transformed_distribution_test.py 151 expected_log_pdf = stats.lognorm.logpdf(
153 self.assertAllClose(expected_log_pdf, log_pdf_val, rtol=1e-4, atol=0.)
179 expected_log_pdf = sample_val + stats.norm.logpdf(
181 self.assertAllClose(expected_log_pdf, log_pdf_val, atol=0.)
193 expected_log_pdf = (stats.norm(loc=0., scale=1.).logpdf(x) -
195 self.assertAllClose(expected_log_pdf,
relaxed_bernoulli_test.py 127 expected_log_pdf = (np.log(t) + np.log(alpha) +
131 self.assertAllClose(expected_log_pdf, log_pdf)
cauchy_test.py 110 expected_log_pdf = stats.cauchy(loc.eval(), scale.eval()).logpdf(x)
111 self.assertAllClose(expected_log_pdf, log_pdf.eval())
112 self.assertAllClose(np.exp(expected_log_pdf), pdf.eval())
142 expected_log_pdf = stats.cauchy(loc.eval(), scale.eval()).logpdf(x)
143 self.assertAllClose(expected_log_pdf, log_pdf_values)
144 self.assertAllClose(np.exp(expected_log_pdf), pdf_values)
  /external/tensorflow/tensorflow/python/kernel_tests/distributions/
gamma_test.py 76 expected_log_pdf = stats.gamma.logpdf(x, alpha_v, scale=1 / beta_v)
77 self.assertAllClose(log_pdf.eval(), expected_log_pdf)
78 self.assertAllClose(pdf.eval(), np.exp(expected_log_pdf))
97 expected_log_pdf = stats.gamma.logpdf(x, alpha_v, scale=1 / beta_v)
98 self.assertAllClose(log_pdf_values, expected_log_pdf)
99 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
119 expected_log_pdf = stats.gamma.logpdf(x, alpha_v, scale=1 / beta_v)
120 self.assertAllClose(log_pdf_values, expected_log_pdf)
121 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
laplace_test.py 72 expected_log_pdf = stats.laplace.logpdf(x, loc_v, scale=scale_v)
73 self.assertAllClose(log_pdf.eval(), expected_log_pdf)
77 self.assertAllClose(pdf.eval(), np.exp(expected_log_pdf))
97 expected_log_pdf = stats.laplace.logpdf(x, loc_v, scale=scale_v)
98 self.assertAllClose(log_pdf_values, expected_log_pdf)
99 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
119 expected_log_pdf = stats.laplace.logpdf(x, loc_v, scale=scale_v)
120 self.assertAllClose(log_pdf_values, expected_log_pdf)
121 self.assertAllClose(pdf_values, np.exp(expected_log_pdf))
exponential_test.py 63 expected_log_pdf = stats.expon.logpdf(x, scale=1 / lam_v)
64 self.assertAllClose(log_pdf.eval(), expected_log_pdf)
65 self.assertAllClose(pdf.eval(), np.exp(expected_log_pdf))
normal_test.py 122 expected_log_pdf = stats.norm(mu.eval(), sigma.eval()).logpdf(x)
123 self.assertAllClose(expected_log_pdf, log_pdf.eval())
124 self.assertAllClose(np.exp(expected_log_pdf), pdf.eval())
155 expected_log_pdf = stats.norm(mu.eval(), sigma.eval()).logpdf(x)
156 self.assertAllClose(expected_log_pdf, log_pdf_values)
157 self.assertAllClose(np.exp(expected_log_pdf), pdf_values)
student_t_test.py 71 expected_log_pdf = stats.t.logpdf(t, df_v, loc=mu_v, scale=sigma_v)
73 self.assertAllClose(expected_log_pdf, log_pdf_values)
76 self.assertAllClose(np.exp(expected_log_pdf), pdf_values)
99 expected_log_pdf = stats.t.logpdf(t, df_v, loc=mu_v, scale=sigma_v)
101 self.assertAllClose(expected_log_pdf, log_pdf_values)
104 self.assertAllClose(np.exp(expected_log_pdf), pdf_values)

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