def _test(x, a, b, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.truncnorm.logpdf(x, a, b, loc, scale)
_assert_eq(truncnorm.logpdf(xtf, a, b, loc, scale), val_true)
_assert_eq(truncnorm.logpdf(xtf, a, b, tf.constant(loc), tf.constant(scale)), val_true)
_assert_eq(truncnorm.logpdf(xtf, a, b, tf.constant([loc]), tf.constant(scale)), val_true)
_assert_eq(truncnorm.logpdf(xtf, a, b, tf.constant(loc), tf.constant([scale])), val_true)
_assert_eq(truncnorm.logpdf(xtf, a, b, tf.constant([loc]), tf.constant([scale])), val_true)
def _test(self, x, a, b, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.truncnorm.logpdf(x, a, b, loc, scale)
with self.test_session():
self.assertAllClose(
truncnorm.logpdf(xtf, a, b, loc, scale).eval(), val_true)
self.assertAllClose(
truncnorm.logpdf(xtf, a, b, tf.constant(loc),
tf.constant(scale)).eval(), val_true)
def _test(self, x, a, b, loc=0, scale=1):
val_true = stats.truncnorm.logpdf(x, a, b, loc, scale)
with self.test_session():
self.assertAllClose(
truncnorm.logpdf(x, a=a, b=b, loc=loc, scale=scale).eval(),
val_true)
def _test(self, x, a, b, loc=0, scale=1):
val_true = stats.truncnorm.logpdf(x, a, b, loc, scale)
with self.test_session():
self.assertAllClose(truncnorm.logpdf(
x, a=a, b=b, loc=loc, scale=scale).eval(),
val_true)
def _test(self, x, a, b, loc=0, scale=1):
xtf = tf.constant(x)
val_true = stats.truncnorm.logpdf(x, a, b, loc, scale)
with self.test_session():
self.assertAllClose(truncnorm.logpdf(xtf, a, b, loc, scale).eval(), val_true)
self.assertAllClose(truncnorm.logpdf(xtf, a, b, tf.constant(loc), tf.constant(scale)).eval(), val_true)
