From 365b8ae1e1ff9720b374babb1788023948e05778 Mon Sep 17 00:00:00 2001 From: James Hensman Date: Thu, 13 Mar 2014 12:14:02 +0000 Subject: [PATCH] more chancges to laplace --- GPy/inference/latent_function_inference/laplace.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/GPy/inference/latent_function_inference/laplace.py b/GPy/inference/latent_function_inference/laplace.py index cf10c730..e6ca720a 100644 --- a/GPy/inference/latent_function_inference/laplace.py +++ b/GPy/inference/latent_function_inference/laplace.py @@ -56,11 +56,8 @@ class Laplace(object): #Compute hessian and other variables at mode log_marginal, woodbury_vector, woodbury_inv, dL_dK, dL_dthetaL = self.mode_computations(f_hat, Ki_fhat, K, Y, likelihood, kern, Y_metadata) - kern.update_gradients_full(dL_dK, X) - likelihood.update_gradients(dL_dthetaL) - self._previous_Ki_fhat = Ki_fhat.copy() - return Posterior(woodbury_vector=woodbury_vector, woodbury_inv=woodbury_inv, K=K), log_marginal, {'dL_dK':dL_dK} + return Posterior(woodbury_vector=woodbury_vector, woodbury_inv=woodbury_inv, K=K), log_marginal, {'dL_dK':dL_dK, 'dL_dthetaL':dL_dthetaL} def rasm_mode(self, K, Y, likelihood, Ki_f_init, Y_metadata=None): """