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4 changed files with 9 additions and 5 deletions
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@ -473,7 +473,6 @@ def uncertain_inputs_sparse_regression(max_iters=200, optimize=True, plot=True):
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Z = np.random.uniform(-3., 3., (7, 1))
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k = GPy.kern.rbf(1)
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import ipdb;ipdb.set_trace()
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# create simple GP Model - no input uncertainty on this one
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m = GPy.models.SparseGPRegression(X, Y, kernel=GPy.kern.rbf(1), Z=Z)
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