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add ARD to MLP kernel

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This commit is contained in:
Zhenwen Dai 2015-09-10 14:27:28 +01:00
parent 07c2536719
commit 5608dc8c67
3 changed files with 41 additions and 5 deletions
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7
GPy/testing/kernel_tests.py
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@ -252,6 +252,11 @@ class KernelGradientTestsContinuous(unittest.TestCase):
continuous_kerns = ['RBF', 'Linear']
self.kernclasses = [getattr(GPy.kern, s) for s in continuous_kerns]
def test_MLP(self):
k = GPy.kern.MLP(self.D,ARD=True)
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_Matern32(self):
k = GPy.kern.Matern32(self.D)
k.randomize()
@ -464,7 +469,7 @@ class Kernel_Psi_statistics_GradientTests(unittest.TestCase):
self.w3n = self.w3n+np.swapaxes(self.w3n, 1,2)
def test_kernels(self):
from GPy.kern import RBF,Linear
from GPy.kern import RBF,Linear,MLP
Q = self.Z.shape[1]
kernels = [RBF(Q,ARD=True), Linear(Q,ARD=True)]