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deleted kernpart, prod and add seem to work okay.

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James Hensman 2014-02-19 17:37:18 +00:00
parent 493506408c
commit 92d71384b7
16 changed files with 95 additions and 238 deletions
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4
GPy/util/datasets.py
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@ -513,8 +513,8 @@ def toy_rbf_1d(seed=default_seed, num_samples=500):
num_in = 1
X = np.random.uniform(low= -1.0, high=1.0, size=(num_samples, num_in))
X.sort(axis=0)
rbf = GPy.kern.rbf(num_in, variance=1., lengthscale=np.array((0.25,)))
white = GPy.kern.white(num_in, variance=1e-2)
rbf = GPy.kern.RBF(num_in, variance=1., lengthscale=np.array((0.25,)))
white = GPy.kern.White(num_in, variance=1e-2)
kernel = rbf + white
K = kernel.K(X)
y = np.reshape(np.random.multivariate_normal(np.zeros(num_samples), K), (num_samples, 1))