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domains added and class names in priors capitalized

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This commit is contained in:
Max Zwiessele 2013-06-04 17:21:56 +01:00
parent 3546650d15
commit c7ac1ed9d8
7 changed files with 61 additions and 49 deletions
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4
GPy/models/FITC.py
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@ -197,8 +197,8 @@ class FITC(sparse_GP):
self.RPT = np.dot(self.R,self.P.T)
self.Sigma = np.diag(self.Diag) + np.dot(self.RPT.T,self.RPT)
self.w = self.Diag * self.likelihood.v_tilde
self.gamma = np.dot(self.R.T, np.dot(self.RPT,self.likelihood.v_tilde))
self.mu = self.w + np.dot(self.P,self.gamma)
self.Gamma = np.dot(self.R.T, np.dot(self.RPT,self.likelihood.v_tilde))
self.mu = self.w + np.dot(self.P,self.Gamma)
"""
Make a prediction for the generalized FITC model

4
GPy/models/generalized_FITC.py
View file

@ -99,8 +99,8 @@ class generalized_FITC(sparse_GP):
self.RPT = np.dot(self.R,self.P.T)
self.Sigma = np.diag(self.Diag) + np.dot(self.RPT.T,self.RPT)
self.w = self.Diag * self.likelihood.v_tilde
self.gamma = np.dot(self.R.T, np.dot(self.RPT,self.likelihood.v_tilde))
self.mu = self.w + np.dot(self.P,self.gamma)
self.Gamma = np.dot(self.R.T, np.dot(self.RPT,self.likelihood.v_tilde))
self.mu = self.w + np.dot(self.P,self.Gamma)
# Remove extra term from dL_dpsi1
self.dL_dpsi1 -= mdot(self.Lmi.T,Lmipsi1*self.likelihood.precision.flatten().reshape(1,self.N))