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correct the initialization of ssmrd

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Zhenwen Dai 2014-10-21 10:06:23 +01:00
parent 0754275db7
commit 3b727e5118
1 changed files with 1 additions and 1 deletions
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GPy/models/ss_mrd.py
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@ -31,7 +31,7 @@ class SSMRD(Model):
inference_methods = [None]* len(Ylist) inference_methods = [None]* len(Ylist)
self.var_priors = [VarPrior_SSMRD(nModels=len(Ylist),pi=pi,learnPi=False, group_spike=True) for i in xrange(len(Ylist))] self.var_priors = [VarPrior_SSMRD(nModels=len(Ylist),pi=pi,learnPi=False, group_spike=True) for i in xrange(len(Ylist))]
self.models = [SSGPLVM(y, input_dim, X=X, X_variance=X_variance, Gamma=Gammas[i], num_inducing=num_inducing,Z=Zs[i], learnPi=False, group_spike=True, self.models = [SSGPLVM(y, input_dim, X=X.copy(), X_variance=X_variance, Gamma=Gammas[i], num_inducing=num_inducing,Z=Zs[i], learnPi=False, group_spike=True,
kernel=kernel.copy(),inference_method=inference_methods[i],likelihood=likelihoods[i], variational_prior=self.var_priors[i], kernel=kernel.copy(),inference_method=inference_methods[i],likelihood=likelihoods[i], variational_prior=self.var_priors[i],
name='model_'+str(i), mpi_comm=mpi_comm) for i,y in enumerate(Ylist)] name='model_'+str(i), mpi_comm=mpi_comm) for i,y in enumerate(Ylist)]
self.link_parameters(*(self.models)) self.link_parameters(*(self.models))