Python NormalIntegerHyperparameter.is_legal示例

示例#1

 def test_normalint_is_legal(self):
     f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
     self.assertFalse(f1.is_legal(3.1))
     self.assertFalse(f1.is_legal(3.0))   # 3.0 behaves like an Integer
     self.assertFalse(f1.is_legal("BlaBlaBla"))
     self.assertTrue(f1.is_legal(2))
     self.assertTrue(f1.is_legal(-15))

示例#2

文件： test_hyperparameters.py 项目： amueller/ConfigSpace

    def test_normalint_is_legal(self):
        f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
        self.assertFalse(f1.is_legal(3.1))
        self.assertFalse(f1.is_legal(3.0))   # 3.0 behaves like an Integer
        self.assertFalse(f1.is_legal("BlaBlaBla"))
        self.assertTrue(f1.is_legal(2))
        self.assertTrue(f1.is_legal(-15))

        # Test is legal vector
        self.assertTrue(f1.is_legal_vector(1.0))
        self.assertTrue(f1.is_legal_vector(0.0))
        self.assertTrue(f1.is_legal_vector(0))
        self.assertTrue(f1.is_legal_vector(0.3))
        self.assertTrue(f1.is_legal_vector(-0.1))
        self.assertTrue(f1.is_legal_vector(1.1))
        self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")

示例#3

文件： test_hyperparameters.py 项目： smohsinali/ConfigSpace

    def test_normalint_is_legal(self):
        f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
        self.assertFalse(f1.is_legal(3.1))
        self.assertFalse(f1.is_legal(3.0))   # 3.0 behaves like an Integer
        self.assertFalse(f1.is_legal("BlaBlaBla"))
        self.assertTrue(f1.is_legal(2))
        self.assertTrue(f1.is_legal(-15))

        # Test is legal vector
        self.assertTrue(f1.is_legal_vector(1.0))
        self.assertTrue(f1.is_legal_vector(0.0))
        self.assertTrue(f1.is_legal_vector(0))
        self.assertTrue(f1.is_legal_vector(0.3))
        self.assertTrue(f1.is_legal_vector(-0.1))
        self.assertTrue(f1.is_legal_vector(1.1))
        self.assertFalse(f1.is_legal_vector("Hahaha"))

示例#4

文件： test_hyperparameters.py 项目： vincentcheny/ConfigSpace

    def test_normalint_is_legal(self):
        with pytest.warns(RuntimeWarning, match='divide by zero encountered in log'):
            f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
        self.assertFalse(f1.is_legal(3.1))
        self.assertFalse(f1.is_legal(3.0))   # 3.0 behaves like an Integer
        self.assertFalse(f1.is_legal("BlaBlaBla"))
        self.assertTrue(f1.is_legal(2))
        self.assertTrue(f1.is_legal(-15))

        # Test is legal vector
        self.assertTrue(f1.is_legal_vector(1.0))
        self.assertTrue(f1.is_legal_vector(0.0))
        self.assertTrue(f1.is_legal_vector(0))
        self.assertTrue(f1.is_legal_vector(0.3))
        self.assertTrue(f1.is_legal_vector(-0.1))
        self.assertTrue(f1.is_legal_vector(1.1))
        self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")

示例#5

文件： test_hyperparameters.py 项目： automl/ConfigSpace

    def test_normalint_is_legal(self):
        with pytest.warns(RuntimeWarning, match='divide by zero encountered in log'):
            f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
        self.assertFalse(f1.is_legal(3.1))
        self.assertFalse(f1.is_legal(3.0))   # 3.0 behaves like an Integer
        self.assertFalse(f1.is_legal("BlaBlaBla"))
        self.assertTrue(f1.is_legal(2))
        self.assertTrue(f1.is_legal(-15))

        # Test is legal vector
        self.assertTrue(f1.is_legal_vector(1.0))
        self.assertTrue(f1.is_legal_vector(0.0))
        self.assertTrue(f1.is_legal_vector(0))
        self.assertTrue(f1.is_legal_vector(0.3))
        self.assertTrue(f1.is_legal_vector(-0.1))
        self.assertTrue(f1.is_legal_vector(1.1))
        self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")