70e4d8aee5070b3b6fdf7e4739b42178a2d34f28,testing/test_acquisition.py,TestAcquisitionProduct,setUp,#TestAcquisitionProduct#,179

Before Change

class TestAcquisitionProduct(_TestAcquisitionBinaryOperator, unittest.TestCase):
    def setUp(self):
        super(TestAcquisitionProduct, self).setUp()
        design = GPflowOpt.design.FactorialDesign(4, self.domain)
        X, Y = design.generate(), parabola2d(design.generate())
        self.model = GPflow.gpr.GPR(X, Y, GPflow.kernels.RBF(2, ARD=True))
        self.acquisition = GPflowOpt.acquisition.AcquisitionProduct(
            GPflowOpt.acquisition.ExpectedImprovement(self.model),
            GPflowOpt.acquisition.ExpectedImprovement(self.model))

After Change

class TestAcquisitionProduct(_TestAcquisitionBinaryOperator, unittest.TestCase):
    def setUp(self):
        super(TestAcquisitionProduct, self).setUp()
        self.models = [self.create_parabola_model(), self.create_parabola_model()]
        self.acquisition = GPflowOpt.acquisition.AcquisitionProduct(
            GPflowOpt.acquisition.ExpectedImprovement(self.models[0]),
            GPflowOpt.acquisition.ExpectedImprovement(self.models[1]))

Instances