From c17cd3b97bf5ba0264bea059c070512486bc8322 Mon Sep 17 00:00:00 2001 From: Neil Lawrence Date: Fri, 17 May 2013 10:04:06 +0100 Subject: [PATCH] Need to commit to resolve a conflict ... --- GPy/likelihoods/Gaussian.py | 1 + 1 file changed, 1 insertion(+) diff --git a/GPy/likelihoods/Gaussian.py b/GPy/likelihoods/Gaussian.py index 2dcbb2dc..155974e7 100644 --- a/GPy/likelihoods/Gaussian.py +++ b/GPy/likelihoods/Gaussian.py @@ -69,6 +69,7 @@ class Gaussian(likelihood): # Note. for D>1, we need to re-normalise all the outputs independently. # This will mess up computations of diag(true_var), below. # note that the upper, lower quantiles should be the same shape as mean + # Augment the output variance with the likelihood variance and rescale. true_var = (var + np.eye(var.shape[0]) * self._variance) * self._scale ** 2 _5pc = mean - 2.*np.sqrt(np.diag(true_var)) _95pc = mean + 2.*np.sqrt(np.diag(true_var))