Python entropy Examples

Example #1

def _test(a, b):
    val_true = stats.beta.entropy(a, b)
    _assert_eq(beta.entropy(a, b), val_true)
    _assert_eq(beta.entropy(tf.constant(a), tf.constant(b)), val_true)
    _assert_eq(beta.entropy(tf.constant([a]), tf.constant(b)), val_true)
    _assert_eq(beta.entropy(tf.constant(a), tf.constant([b])), val_true)
    _assert_eq(beta.entropy(tf.constant([a]), tf.constant([b])), val_true)

Example #2

File: test_beta_entropy.py Project: xsongx/edward

 def _test(self, a, b):
     val_true = stats.beta.entropy(a, b)
     self.assertAllClose(beta.entropy(a, b).eval(), val_true, atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant(a), tf.constant(b)).eval(), val_true, atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant([a]), tf.constant(b)).eval(), val_true, atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant(a), tf.constant([b])).eval(), val_true, atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant([a]), tf.constant([b])).eval(), val_true, atol=1e-4)

Example #3

File: test_beta_entropy.py Project: xsongx/edward

 def _test(self, a, b):
     val_true = stats.beta.entropy(a, b)
     self.assertAllClose(beta.entropy(a, b).eval(), val_true, atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant(a),
                                      tf.constant(b)).eval(),
                         val_true,
                         atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant([a]),
                                      tf.constant(b)).eval(),
                         val_true,
                         atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant(a),
                                      tf.constant([b])).eval(),
                         val_true,
                         atol=1e-4)
     self.assertAllClose(beta.entropy(tf.constant([a]),
                                      tf.constant([b])).eval(),
                         val_true,
                         atol=1e-4)

Example #4

 def entropy(self):
     return tf.reduce_sum(beta.entropy(self.a, self.b))

Example #5

File: distributions.py Project: diengadji/edward

 def entropy(self):
     return tf.reduce_sum(beta.entropy(self.alpha, self.beta))

Example #6

File: test_beta_entropy.py Project: LiuFang816/SALSTM_py_data

 def _test(self, a, b):
     val_true = stats.beta.entropy(a, b)
     self.assertAllClose(beta.entropy(a=a, b=b).eval(), val_true, atol=1e-4)

Example #7

File: test_beta_entropy.py Project: blei-lab/edward

 def _test(self, a, b):
     val_true = stats.beta.entropy(a, b)
     self.assertAllClose(beta.entropy(a=a, b=b).eval(), val_true, atol=1e-4)