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Merge branch 'devel' of https://github.com/SheffieldML/GPy into gradientsxx

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alessandratosi 2016-04-21 13:05:32 +01:00
commit 5c0c1d4c3d
6 changed files with 71 additions and 9 deletions
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16
GPy/testing/kernel_tests.py
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@ -2,11 +2,14 @@
# Licensed under the BSD 3-clause license (see LICENSE.txt)
import unittest
import numpy as np
from unittest.case import skip
import GPy
from GPy.core.parameterization.param import Param
import numpy as np
from ..util.config import config
from unittest.case import skip
verbose = 0
@ -402,6 +405,15 @@ class KernelGradientTestsContinuous(unittest.TestCase):
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_Precomputed(self):
Xall = np.concatenate([self.X, self.X2])
cov = np.dot(Xall, Xall.T)
X = np.arange(self.N).reshape(1,self.N)
X2 = np.arange(self.N,2*self.N+10).reshape(1,self.N+10)
k = GPy.kern.Precomputed(1, cov)
k.randomize()
self.assertTrue(check_kernel_gradient_functions(k, X=X, X2=X2, verbose=verbose))
class KernelTestsMiscellaneous(unittest.TestCase):
def setUp(self):
N, D = 100, 10