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add set_XY test

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This commit is contained in:
Zhenwen Dai 2015-09-10 15:22:05 +01:00
parent a37961c2d2
commit 76a2d4ff1a
1 changed files with 6 additions and 0 deletions
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6
GPy/testing/model_tests.py
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@ -15,6 +15,12 @@ class MiscTests(unittest.TestCase):
self.Y = np.sin(self.X) + np.random.randn(self.N, self.D) * 0.05 self.Y = np.sin(self.X) + np.random.randn(self.N, self.D) * 0.05
self.X_new = np.random.uniform(-3., 3., (self.N_new, 1)) self.X_new = np.random.uniform(-3., 3., (self.N_new, 1))
def test_setXY(self):
m = GPy.models.GPRegression(self.X, self.Y)
m.set_XY(np.vstack([self.X, np.random.rand(1,self.X.shape[1])]), np.vstack([self.Y, np.random.rand(1,self.Y.shape[1])]))
self.assertTrue(m.checkgrad())
m.predict(m.X)
def test_raw_predict(self): def test_raw_predict(self):
k = GPy.kern.RBF(1) k = GPy.kern.RBF(1)
m = GPy.models.GPRegression(self.X, self.Y, kernel=k) m = GPy.models.GPRegression(self.X, self.Y, kernel=k)