Add example notation

source/conf.py

@@ -42,6 +42,10 @@ extensions = [
     'sphinx.ext.napoleon',
 ]
 
+# napoleon configuration
+napoleon_use_admonition_for_examples = True
+
+
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']