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Changes in likelihood definition

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This commit is contained in:
Ricardo 2014-03-17 10:28:24 +00:00
parent bb7c26b416
commit d4476b76c5
1 changed files with 3 additions and 3 deletions
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6
GPy/models/gp_coregionalized_regression.py
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@ -31,7 +31,7 @@ class GPCoregionalizedRegression(GP):
def __init__(self, X_list, Y_list, kernel=None, likelihoods_list=None, name='GPCR',W_rank=1,kernel_name='X'):
#Input and Output
X,Y,self.noise_index = util.multioutput.build_XY(X_list,Y_list)
X,Y,self.output_index = util.multioutput.build_XY(X_list,Y_list)
Ny = len(Y_list)
#Kernel
@ -39,6 +39,6 @@ class GPCoregionalizedRegression(GP):
kernel = util.multioutput.ICM(input_dim=X.shape[1]-1, num_outputs=Ny, kernel=GPy.kern.rbf(X.shape[1]-1), W_rank=1,name=kernel_name)
#Likelihood
likelihood = util.multioutput.build_likelihood(Y_list,self.noise_index,likelihoods_list)
likelihood = util.multioutput.build_likelihood(Y_list,self.output_index,likelihoods_list)
super(GPCoregionalizedRegression, self).__init__(X,Y,kernel,likelihood, noise_index=self.noise_index)
super(GPCoregionalizedRegression, self).__init__(X,Y,kernel,likelihood, Y_metadata={'output_index':self.output_index})