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Merge branch 'devel' of github.com:SheffieldML/GPy into devel

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James Hensman 2013-07-18 15:36:25 +01:00
commit 13d745ab6a
8 changed files with 50 additions and 19 deletions
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GPy/core/gp.py
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@ -96,7 +96,8 @@ class GP(GPBase):
model for a new variable Y* = v_tilde/tau_tilde, with a covariance
matrix K* = K + diag(1./tau_tilde) plus a normalization term.
"""
return - 0.5 * self.num_data * self.output_dim * np.log(2.*np.pi) - 0.5 * self.output_dim * self.K_logdet + self._model_fit_term() + self.likelihood.Z
return (-0.5 * self.num_data * self.output_dim * np.log(2.*np.pi) -
0.5 * self.output_dim * self.K_logdet + self._model_fit_term() + self.likelihood.Z)
def _log_likelihood_gradients(self):