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minor changes for het. noise and uncertin inuputs

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James Hensman 2013-03-04 16:22:18 +00:00
parent 053e6519c8
commit 77a89794d7
1 changed files with 1 additions and 1 deletions
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GPy/models/sparse_GP.py
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@ -84,7 +84,7 @@ class sparse_GP(GP):
if self.has_uncertain_inputs: if self.has_uncertain_inputs:
self.psi2_beta_scaled = (self.psi2*(self.likelihood.precision.reshape(self.N,1,1)/sf2)).sum(0) self.psi2_beta_scaled = (self.psi2*(self.likelihood.precision.reshape(self.N,1,1)/sf2)).sum(0)
else: 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) self.psi2_beta_scaled = np.dot(tmp,tmp.T)
else: else:
if self.has_uncertain_inputs: if self.has_uncertain_inputs: