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trying to make gp_kronecker models savable

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Bill 2016-08-23 21:40:00 -05:00
parent 5cb22090ba
commit 48f5c7fa15
1 changed files with 7 additions and 1 deletions
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8
GPy/models/gp_kronecker_gaussian_regression.py
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@ -28,8 +28,14 @@ class GPKroneckerGaussianRegression(Model):
} }
""" """
def __init__(self, X1, X2, Y, kern1, kern2, noise_var=1., name='KGPR'): def __init__(self, X1, X2, Y, kern1=None, kern2=None, noise_var=1., name='KGPR'):
Model.__init__(self, name=name) Model.__init__(self, name=name)
if kern1 is None:
kern1 = GPy.kern.RBF(X1.shape[1])
if kern2 is None:
kern2 = GPy.kern.RBF(X2.shape[1])
# accept the construction arguments # accept the construction arguments
self.X1 = ObsAr(X1) self.X1 = ObsAr(X1)
self.X2 = ObsAr(X2) self.X2 = ObsAr(X2)