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Merge branch 'params' of github.com:SheffieldML/GPy into params

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James Hensman 2014-04-17 09:19:29 +01:00
commit 22501c9441
7 changed files with 236 additions and 429 deletions
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5
GPy/testing/kernel_tests.py
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@ -312,13 +312,14 @@ class KernelTestsMiscellaneous(unittest.TestCase):
self.sumkern.randomize()
def test_active_dims(self):
#self.assertEqual(self.sumkern.input_dim, 10)
#self.assertEqual(list(self.sumkern.active_dims), [0,1,2,3,7,9])
# test the automatic dim detection expression for slices:
start, stop = 0, 277
for i in range(start,stop,7):
for j in range(1,4):
GPy.kern.Kern(int(np.round((i+1)/j)), slice(0, i+1, j), "testkern")
# test the ability to have only one dim
sk = GPy.kern.RBF(2) + GPy.kern.Matern32(2)
self.assertEqual(sk.input_dim, 2)
def test_which_parts(self):
self.assertTrue(np.allclose(self.sumkern.K(self.X, which_parts=[self.linear, self.matern]), self.linear.K(self.X)+self.matern.K(self.X)))