From 77a89794d70182dfe17540acd53df4796215da3d Mon Sep 17 00:00:00 2001 From: James Hensman Date: Mon, 4 Mar 2013 16:22:18 +0000 Subject: [PATCH] minor changes for het. noise and uncertin inuputs --- GPy/models/sparse_GP.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/GPy/models/sparse_GP.py b/GPy/models/sparse_GP.py index e6caf9fc..6932154d 100644 --- a/GPy/models/sparse_GP.py +++ b/GPy/models/sparse_GP.py @@ -84,7 +84,7 @@ class sparse_GP(GP): if self.has_uncertain_inputs: self.psi2_beta_scaled = (self.psi2*(self.likelihood.precision.reshape(self.N,1,1)/sf2)).sum(0) else: - tmp = self.psi1*(np.sqrt(self.likelihood.precision.reshape(1,self.N))/sf) + tmp = self.psi1.T*(np.sqrt(self.likelihood.precision.reshape(1,self.N))/sf) self.psi2_beta_scaled = np.dot(tmp,tmp.T) else: if self.has_uncertain_inputs: