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kernel tests periodic

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Max Zwiessele 2014-03-14 09:18:58 +00:00
parent efcce6d0af
commit f9b02be40e
1 changed files with 23 additions and 23 deletions
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46
GPy/testing/kernel_tests.py
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@ -253,29 +253,29 @@ class KernelGradientTestsContinuous(unittest.TestCase):
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
#TODO: turn off grad checkingwrt X for indexed kernels liek coregionalize
# class KernelGradientTestsContinuous1D(unittest.TestCase):
# def setUp(self):
# self.N, self.D = 100, 1
# self.X = np.random.randn(self.N,self.D)
# self.X2 = np.random.randn(self.N+10,self.D)
#
# continuous_kerns = ['RBF', 'Linear']
# self.kernclasses = [getattr(GPy.kern, s) for s in continuous_kerns]
#
# def test_PeriodicExponential(self):
# k = GPy.kern.PeriodicExponential(self.D)
# k.randomize()
# self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
#
# def test_PeriodicMatern32(self):
# k = GPy.kern.PeriodicMatern32(self.D)
# k.randomize()
# self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
#
# def test_PeriodicMatern52(self):
# k = GPy.kern.PeriodicMatern52(self.D)
# k.randomize()
# self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
class KernelGradientTestsContinuous1D(unittest.TestCase):
def setUp(self):
self.N, self.D = 100, 1
self.X = np.random.randn(self.N,self.D)
self.X2 = np.random.randn(self.N+10,self.D)
continuous_kerns = ['RBF', 'Linear']
self.kernclasses = [getattr(GPy.kern, s) for s in continuous_kerns]
def test_PeriodicExponential(self):
k = GPy.kern.PeriodicExponential(self.D)
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_PeriodicMatern32(self):
k = GPy.kern.PeriodicMatern32(self.D)
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_PeriodicMatern52(self):
k = GPy.kern.PeriodicMatern52(self.D)
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
class KernelTestsMiscellaneous(unittest.TestCase):