diff --git a/notebooks/comparison_with_classifiers.ipynb b/docs/comparison_with_classifiers.ipynb
similarity index 100%
rename from notebooks/comparison_with_classifiers.ipynb
rename to docs/comparison_with_classifiers.ipynb
diff --git a/docs/index.md b/docs/index.md
index 05be505..03eb3f5 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -5,6 +5,7 @@
 :maxdepth: 1
 :hidden:
 
+comparison_with_classifiers.ipynb
 shap.ipynb
 autoapi/index
 ```
\ No newline at end of file