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remove the print message in model.checkgrad
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3 changed files with 4 additions and 5 deletions
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@ -70,8 +70,8 @@ class SSGPLVM(SparseGP_MPI):
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X = SpikeAndSlabPosterior(X, X_variance, gamma)
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super(SSGPLVM,self).__init__(X, Y, Z, kernel, likelihood, variational_prior=self.variational_prior, inference_method=inference_method, name=name, mpi_comm=mpi_comm, normalizer=normalizer, **kwargs)
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self.X.unfix()
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self.X.variance.constrain_positive()
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# self.X.unfix()
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# self.X.variance.constrain_positive()
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if self.group_spike:
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[self.X.gamma[:,i].tie('tieGamma'+str(i)) for i in xrange(self.X.gamma.shape[1])] # Tie columns together
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