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[missing_data in sparse gp] can be extended towards missing_data handling in gp itself. Setting up gpy issue
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5 changed files with 15 additions and 11 deletions
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@ -374,9 +374,6 @@ def bgplvm_simulation_missing_data(optimize=True, verbose=1,
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m = BayesianGPLVM(Ymissing, Q, init="random", num_inducing=num_inducing,
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kernel=k, missing_data=True)
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m.X.variance[:] = _np.random.uniform(0,.1,m.X.shape)
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m.likelihood.variance = .01
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m.parameters_changed()
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m.Yreal = Y
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if optimize:
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