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Missing term in the likelihood.

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Ricardo 2013-10-10 18:00:11 +01:00
parent 46eca3bbdd
commit 1f37ec4151
1 changed files with 1 additions and 1 deletions
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GPy/core/fitc.py
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@ -159,7 +159,7 @@ class FITC(SparseGP):
A = -0.5 * self.num_data * self.output_dim * np.log(2.*np.pi) + 0.5 * np.sum(np.log(self.beta_star)) - 0.5 * np.sum(self.V_star * self.likelihood.Y) A = -0.5 * self.num_data * self.output_dim * np.log(2.*np.pi) + 0.5 * np.sum(np.log(self.beta_star)) - 0.5 * np.sum(self.V_star * self.likelihood.Y)
C = -self.output_dim * (np.sum(np.log(np.diag(self.LB)))) C = -self.output_dim * (np.sum(np.log(np.diag(self.LB))))
D = 0.5 * np.sum(np.square(self._LBi_Lmi_psi1V)) D = 0.5 * np.sum(np.square(self._LBi_Lmi_psi1V))
return A + C + D return A + C + D + self.likelihood.Z
def _log_likelihood_gradients(self): def _log_likelihood_gradients(self):
pass pass