apunkt/GPy
1
0
Fork 0
mirror of https://github.com/SheffieldML/GPy.git synced 2026-06-20 15:38:08 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions

Added multioutput kern and tests

Browse source
This commit is contained in:
Eero Siivola 2017-12-28 18:06:34 +02:00
parent 09a96fe8d7
commit e0ec507721
6 changed files with 60 additions and 41 deletions
Download patch file Download diff file Expand all files Collapse all files

11
GPy/testing/kernel_tests.py
View file

@ -484,11 +484,16 @@ class KernelGradientTestsContinuous(unittest.TestCase):
self.assertTrue(check_kernel_gradient_functions(k, X=self.X, X2=self.X2, verbose=verbose))
def test_MultioutputKern(self):
k1 = GPy.kern.RBF(self.D-1, ARD=True)
k1 = GPy.kern.RBF(self.D, ARD=True)
k1.randomize()
k2 = GPy.kern.RBF(self.D-1, ARD=True)
k2 = GPy.kern.RBF(self.D, ARD=True)
k2.randomize()
k = GPy.kern.MultioutputKern([k1,k2],)
k = GPy.kern.MultioutputKern([k1, k2])
Xt,_,_ = GPy.util.multioutput.build_XY([self.X, self.X])
X2t,_,_ = GPy.util.multioutput.build_XY([self.X2, self.X2])
self.assertTrue(check_kernel_gradient_functions(k, X=Xt, X2=X2t, verbose=verbose, fixed_X_dims=-1))
def test_Precomputed(self):
Xall = np.concatenate([self.X, self.X2])