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minor commenting
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@ -142,6 +142,9 @@ class sparse_GP_regression(GP_regression):
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return dL_dtheta
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return dL_dtheta
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def dL_dZ(self):
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def dL_dZ(self):
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"""
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The derivative of the bound wrt the inducing inputs Z
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"""
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#re-cast computations in psi2 back to psi1:
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#re-cast computations in psi2 back to psi1:
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dL_dpsi1 = self.dL_dpsi1 + 2.*np.dot(self.dL_dpsi2,self.psi1)
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dL_dpsi1 = self.dL_dpsi1 + 2.*np.dot(self.dL_dpsi2,self.psi1)
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