From 329da293f844c826de51963dfc4be28428e251bf Mon Sep 17 00:00:00 2001 From: Ricardo Date: Fri, 13 Sep 2013 13:00:54 +0100 Subject: [PATCH] duplicated line erased --- GPy/core/fitc.py | 1 - 1 file changed, 1 deletion(-) diff --git a/GPy/core/fitc.py b/GPy/core/fitc.py index ef171459..326cadab 100644 --- a/GPy/core/fitc.py +++ b/GPy/core/fitc.py @@ -140,7 +140,6 @@ class FITC(SparseGP): dA_dnoise = 0.5 * self.input_dim * (dbstar_dnoise/self.beta_star).sum() - 0.5 * self.input_dim * np.sum(self.likelihood.Y**2 * dbstar_dnoise) dC_dnoise = -0.5 * np.sum(mdot(self.LBi.T,self.LBi,Lmi_psi1) * Lmi_psi1 * dbstar_dnoise.T) - dC_dnoise = -0.5 * np.sum(mdot(self.LBi.T,self.LBi,Lmi_psi1) * Lmi_psi1 * dbstar_dnoise.T) dD_dnoise_1 = mdot(self.V_star*LBiLmipsi1.T,LBiLmipsi1*dbstar_dnoise.T*self.likelihood.Y.T) alpha = mdot(LBiLmipsi1,self.V_star)