diff --git a/examples/user_guide/example_user_guide.py b/examples/user_guide/example_user_guide.py
index aa573997e15f98f30fe48578ab737ed66328bf3a..ae1371371f61950668da07450a661ae43042a2d3 100644
--- a/examples/user_guide/example_user_guide.py
+++ b/examples/user_guide/example_user_guide.py
@@ -10,8 +10,9 @@ import numpy as np
 import pandas as pd
 import sys
 import joblib
-import matplotlib
-#matplotlib.use('agg')
+
+import matplotlib as mpl
+mpl.rcParams.update(mpl.rcParamsDefault)
 
 # Add BayesValidRox path
 sys.path.append("../../src/")