diff --git a/GPy/likelihoods/bernoulli.py b/GPy/likelihoods/bernoulli.py
index 388ce173..9460007b 100644
--- a/GPy/likelihoods/bernoulli.py
+++ b/GPy/likelihoods/bernoulli.py
@@ -2,9 +2,7 @@
 # Licensed under the BSD 3-clause license (see LICENSE.txt)
 
 import numpy as np
-from scipy import stats, special
-import scipy as sp
-from GPy.util.univariate_Gaussian import std_norm_pdf, std_norm_cdf
+from ...util.univariate_Gaussian import std_norm_pdf, std_norm_cdf
 import link_functions
 from likelihood import Likelihood