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changed the way the Gaussian likelihood interfaces, to enable mixed_noise things

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This commit is contained in:
James Hensman 2014-03-18 12:28:46 +00:00
parent caf1dc2609
commit 9680a139d4
5 changed files with 23 additions and 28 deletions
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5
GPy/inference/latent_function_inference/exact_gaussian_inference.py
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@ -3,6 +3,7 @@
from posterior import Posterior
from ...util.linalg import pdinv, dpotrs, tdot
from ...util import diag
import numpy as np
log_2_pi = np.log(2*np.pi)
@ -41,7 +42,9 @@ class ExactGaussianInference(object):
K = kern.K(X)
Wi, LW, LWi, W_logdet = pdinv(K + likelihood.covariance_matrix(Y, Y_metadata))
Ky = K.copy()
diag.add(Ky, likelihood.gaussian_variance(Y, Y_metadata))
Wi, LW, LWi, W_logdet = pdinv(Ky)
alpha, _ = dpotrs(LW, YYT_factor, lower=1)