def _test(self, x, df, mu, sigma):
xtf = tf.constant(x)
val_true = stats.t.logpdf(x, df, mu, sigma)
with self.test_session():
self.assertAllClose(t.logpdf(xtf, df, mu, sigma).eval(), val_true)
self.assertAllClose(t.logpdf(xtf, df, tf.constant(mu),
tf.constant(sigma)).eval(), val_true)
def _test(x, df, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.t.logpdf(x, df, loc, scale)
_assert_eq(t.logpdf(xtf, df, loc, scale), val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant(loc), tf.constant(scale)), val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant([loc]), tf.constant(scale)), val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant(loc), tf.constant([scale])), val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant([loc]), tf.constant([scale])), val_true)
def _test(self, x, df, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.t.logpdf(x, df, loc, scale)
with self.test_session():
self.assertAllClose(t.logpdf(xtf, df, loc, scale).eval(), val_true)
self.assertAllClose(
t.logpdf(xtf, df, tf.constant(loc), tf.constant(scale)).eval(),
val_true)
def _test(x, df, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.t.logpdf(x, df, loc, scale)
_assert_eq(t.logpdf(xtf, df, loc, scale), val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant(loc), tf.constant(scale)),
val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant([loc]), tf.constant(scale)),
val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant(loc), tf.constant([scale])),
val_true)
_assert_eq(t.logpdf(xtf, df, tf.constant([loc]), tf.constant([scale])),
val_true)
def _test(self, x, df, mu, sigma):
val_true = stats.t.logpdf(x, df, mu, sigma)
with self.test_session():
self.assertAllClose(t.logpdf(x, df=df, mu=mu, sigma=sigma).eval(), val_true)
def _test(self, x, df, mu, sigma):
val_true = stats.t.logpdf(x, df, mu, sigma)
with self.test_session():
self.assertAllClose(t.logpdf(x, df=df, mu=mu, sigma=sigma).eval(),
val_true)
def _test(self, x, df, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.t.logpdf(x, df, loc, scale)
with self.test_session():
self.assertAllClose(t.logpdf(xtf, df, loc, scale).eval(), val_true)
self.assertAllClose(t.logpdf(xtf, df, tf.constant(loc), tf.constant(scale)).eval(), val_true)