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Merge branch 'params' of github.com:SheffieldML/GPy into params

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Zhenwen Dai 2014-02-21 17:56:43 +00:00
commit 7f39070f07
20 changed files with 397 additions and 560 deletions
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10
GPy/inference/latent_function_inference/var_dtc.py
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@ -326,14 +326,14 @@ class VarDTCMissingData(object):
# gradients:
if uncertain_inputs:
grad_dict = {'dL_dKmm': dL_dKmm,
'dL_dpsi0':dL_dpsi0,
'dL_dpsi1':dL_dpsi1,
'dL_dpsi2':dL_dpsi2,
'dL_dpsi0':dL_dpsi0_all,
'dL_dpsi1':dL_dpsi1_all,
'dL_dpsi2':dL_dpsi2_all,
'partial_for_likelihood':partial_for_likelihood}
else:
grad_dict = {'dL_dKmm': dL_dKmm,
'dL_dKdiag':dL_dpsi0,
'dL_dKnm':dL_dpsi1,
'dL_dKdiag':dL_dpsi0_all,
'dL_dKnm':dL_dpsi1_all,
'partial_for_likelihood':partial_for_likelihood}
#get sufficient things for posterior prediction