Python UniformFloatHyperparameter.is_legal示例

示例#1

文件： test_hyperparameters.py 项目： vincentcheny/ConfigSpace

    def test_log_space_conversion(self):
        lower, upper = 1e-5, 1e5
        hyper = UniformFloatHyperparameter('test', lower=lower, upper=upper, log=True)
        self.assertTrue(hyper.is_legal(hyper._transform(1.)))

        lower, upper = 1e-10, 1e10
        hyper = UniformFloatHyperparameter('test', lower=lower, upper=upper, log=True)
        self.assertTrue(hyper.is_legal(hyper._transform(1.)))

示例#2

文件： test_hyperparameters.py 项目： automl/ConfigSpace

    def test_log_space_conversion(self):
        lower, upper = 1e-5, 1e5
        hyper = UniformFloatHyperparameter('test', lower=lower, upper=upper, log=True)
        self.assertTrue(hyper.is_legal(hyper._transform(1.)))

        lower, upper = 1e-10, 1e10
        hyper = UniformFloatHyperparameter('test', lower=lower, upper=upper, log=True)
        self.assertTrue(hyper.is_legal(hyper._transform(1.)))

示例#3

 def test_uniformfloat_is_legal(self):
     f1 = UniformFloatHyperparameter("param", 0.1, 10, q=0.1, log=True)
     self.assertTrue(f1.is_legal(3.0))
     self.assertTrue(f1.is_legal(3))
     self.assertFalse(f1.is_legal(-0.1))
     self.assertFalse(f1.is_legal(10.1))
     self.assertFalse(f1.is_legal("AAA"))
     self.assertFalse(f1.is_legal(dict()))

示例#4

文件： test_hyperparameters.py 项目： vincentcheny/ConfigSpace

    def test_uniformfloat_is_legal(self):
        lower = 0.1
        upper = 10
        f1 = UniformFloatHyperparameter("param", lower, upper, q=0.1, log=True)

        self.assertTrue(f1.is_legal(3.0))
        self.assertTrue(f1.is_legal(3))
        self.assertFalse(f1.is_legal(-0.1))
        self.assertFalse(f1.is_legal(10.1))
        self.assertFalse(f1.is_legal("AAA"))
        self.assertFalse(f1.is_legal(dict()))

        # Test legal vector values
        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.assertFalse(f1.is_legal_vector(-0.1))
        self.assertFalse(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_uniformfloat_is_legal(self):
        lower = 0.1
        upper = 10
        f1 = UniformFloatHyperparameter("param", lower, upper, q=0.1, log=True)

        self.assertTrue(f1.is_legal(3.0))
        self.assertTrue(f1.is_legal(3))
        self.assertFalse(f1.is_legal(-0.1))
        self.assertFalse(f1.is_legal(10.1))
        self.assertFalse(f1.is_legal("AAA"))
        self.assertFalse(f1.is_legal(dict()))

        # Test legal vector values
        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.assertFalse(f1.is_legal_vector(-0.1))
        self.assertFalse(f1.is_legal_vector(1.1))
        self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")