diff --git a/GPy/examples/dimensionality_reduction.py b/GPy/examples/dimensionality_reduction.py
index 666209f9..cdd69ab5 100644
--- a/GPy/examples/dimensionality_reduction.py
+++ b/GPy/examples/dimensionality_reduction.py
@@ -6,8 +6,8 @@ from matplotlib import pyplot as plt, cm
 
 import GPy
 from GPy.core.transformations import logexp
-from GPy.models.bayesian_gplvm import BayesianGPLVM
 from GPy.likelihoods.gaussian import Gaussian
+from GPy.models import BayesianGPLVM
 
 default_seed = np.random.seed(123344)