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removed unnecessary computation of psi2
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@ -84,7 +84,6 @@ class sparse_GP(GP):
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else:
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else:
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tmp = self.psi1*(np.sqrt(self.likelihood.precision)/sf)
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tmp = self.psi1*(np.sqrt(self.likelihood.precision)/sf)
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self.psi2_beta_scaled = np.dot(tmp,tmp.T)
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self.psi2_beta_scaled = np.dot(tmp,tmp.T)
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self.psi2 = self.psi1.T[:,:,None]*self.psi1.T[:,None,:] # TODO: remove me for efficiency and stability
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self.Kmmi, self.Lm, self.Lmi, self.Kmm_logdet = pdinv(self.Kmm)
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self.Kmmi, self.Lm, self.Lmi, self.Kmm_logdet = pdinv(self.Kmm)
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