Example #1
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	def test_mi_random_four(self):
		np.random.seed(3636)
		self.data = np.random.randint(1,10,size=((10000,4)))
		self.assertEqual(mi_test(self.data),0.0071)
Example #2
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	def test_mi_three_vars_symmetry(self):
		self.assertEqual(mi_test(self.data[:,(0,1,2)]),mi_test(self.data[:,(1,0,2)]))
Example #3
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	def test_mi_random_three(self):
		np.random.seed(3636)
		self.data = np.random.randint(1,10,size=((10000,3)))
		self.assertEqual(mi_test(self.data),0.0211)
Example #4
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	def test_mi_two_vars_symmetry(self):
		self.assertEqual(mi_test(self.data[:,(1,0)]),mi_test(self.data[:,(0,1)]))
Example #5
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	def test_mi_three_vars_value_a(self):
		self.assertEqual(mi_test(self.data),0.0009)
Example #6
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	def test_mi_two_vars_value_a(self):
		self.assertEqual(mi_test(self.data[:,(0,1)]),0.0004)
Example #7
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	def test_mi_two_vars_value_b(self):
		self.assertEqual(mi_test(self.data[:,(0,2)]),0.0014)
Example #8
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 def test_mi_random_three(self):
     np.random.seed(3636)
     self.data = np.random.randint(1, 10, size=((10000, 3)))
     self.assertEqual(mi_test(self.data), 0.0211)
Example #9
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 def test_mi_random_four(self):
     np.random.seed(3636)
     self.data = np.random.randint(1, 10, size=((10000, 4)))
     self.assertEqual(mi_test(self.data), 0.0071)
Example #10
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 def test_mi_three_vars_symmetry(self):
     self.assertEqual(mi_test(self.data[:, (0, 1, 2)]),
                      mi_test(self.data[:, (1, 0, 2)]))
Example #11
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 def test_mi_three_vars_value_a(self):
     self.assertEqual(mi_test(self.data), 0.0009)
Example #12
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 def test_mi_two_vars_symmetry(self):
     self.assertEqual(mi_test(self.data[:, (1, 0)]),
                      mi_test(self.data[:, (0, 1)]))
Example #13
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 def test_mi_two_vars_value_b(self):
     self.assertEqual(mi_test(self.data[:, (0, 2)]), 0.0014)
Example #14
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 def test_mi_two_vars_value_a(self):
     self.assertEqual(mi_test(self.data[:, (0, 1)]), 0.0004)