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working mean function examples
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4 changed files with 51 additions and 4 deletions
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@ -63,4 +63,4 @@ class ExactGaussianInference(LatentFunctionInference):
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dL_dthetaL = likelihood.exact_inference_gradients(np.diag(dL_dK),Y_metadata)
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return Posterior(woodbury_chol=LW, woodbury_vector=alpha, K=K), log_marginal, {'dL_dK':dL_dK, 'dL_dthetaL':dL_dthetaL}
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return Posterior(woodbury_chol=LW, woodbury_vector=alpha, K=K), log_marginal, {'dL_dK':dL_dK, 'dL_dthetaL':dL_dthetaL, 'dL_dm':alpha}
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