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ensure_default_constraints is on by default
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22 changed files with 16 additions and 71 deletions
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@ -33,7 +33,7 @@ class GPLVM(GP):
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kernel = kern.rbf(input_dim, ARD=input_dim>1) + kern.bias(input_dim, np.exp(-2)) + kern.white(input_dim, np.exp(-2))
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likelihood = Gaussian(Y, normalize=normalize_Y)
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GP.__init__(self, X, likelihood, kernel, normalize_X=False)
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self._set_params(self._get_params())
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self.ensure_default_constraints()
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def initialise_latent(self, init, input_dim, Y):
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if init == 'PCA':
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