diff --git a/README.md b/README.md
index aca1cfe..56cf1db 100644
--- a/README.md
+++ b/README.md
@@ -35,5 +35,9 @@ subdirs within this repo
 	*.sh
   
 ```
+## ML\_analysis: 
+
+located in scripts/ml
+
 More docs here as I write them.