diff --git a/docs/source/examples/add_ml_models_to_nodes.rst b/docs/source/examples/add_ml_models_to_nodes.rst
index 6547ad0..2459f8b 100644
--- a/docs/source/examples/add_ml_models_to_nodes.rst
+++ b/docs/source/examples/add_ml_models_to_nodes.rst
@@ -8,7 +8,7 @@ First, lets import BAMT modules and required machine learning modules.
 .. code-block:: python
 
     import bamt.networks as networks
-    import bamt.Preprocessors as pp
+    import bamt.preprocessors as pp
 
     import pandas as pd
     import numpy as np