diff --git a/GPy/models/gplvm.py b/GPy/models/gplvm.py index 6d5ef26f..ad78d51f 100644 --- a/GPy/models/gplvm.py +++ b/GPy/models/gplvm.py @@ -33,7 +33,7 @@ class GPLVM(GP): if kernel is None: kernel = kern.rbf(input_dim, ARD=input_dim > 1) + kern.bias(input_dim, np.exp(-2)) likelihood = Gaussian(Y, normalize=normalize_Y, variance=np.exp(-2.)) - GP.__init__(self, X, likelihood, kernel, normalize_X=False,normalize_Y = normalize_Y) + GP.__init__(self, X, likelihood, kernel, normalize_X=False) self.set_prior('.*X', Gaussian_prior(0, 1)) self.ensure_default_constraints()