diff --git a/docs/index.md b/docs/index.md
index 7065d92..324eab5 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -17,4 +17,5 @@ notebooks/cohort_definition
 notebooks/study_design_example_omop_cdm
 notebooks/indwelling_arterial_catheters
 notebooks/tutorial_time_series_with_pypots
+notebooks/omop_ml
 ```