diff --git a/lime/explanation.py b/lime/explanation.py
index a189729ab..cc97e2485 100644
--- a/lime/explanation.py
+++ b/lime/explanation.py
@@ -192,7 +192,7 @@ def show_in_notebook(self,
         See as_html() for parameters.
         This will throw an error if you don't have IPython installed"""
 
-        from IPython.core.display import display, HTML
+        from IPython.display import display, HTML
         display(HTML(self.as_html(labels=labels,
                                   predict_proba=predict_proba,
                                   show_predicted_value=show_predicted_value,