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[white] added heteroscedastic white kernel for specific number of samples

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mzwiessele 2016-03-07 10:30:31 +00:00
parent 99caca6702
commit 42f170e6e2
3 changed files with 52 additions and 1 deletions
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5
GPy/testing/kernel_tests.py
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@ -329,6 +329,11 @@ class KernelGradientTestsContinuous(unittest.TestCase):
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_WhiteHeteroscedastic(self):
k = GPy.kern.WhiteHeteroscedastic(self.D, self.X.shape[0])
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_standard_periodic(self):
k = GPy.kern.StdPeriodic(self.D, self.D-1)
k.randomize()