diff --git a/.gitignore b/.gitignore
index 9f0a3e2..ab54192 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@ __pycache__/
 /config/*.ipynb
 /statistical_analysis/*.ipynb
 /machine_learning/intermediate_results/
+/data/features/
diff --git a/rapids b/rapids
index 2fb068c..afa3b85 160000
--- a/rapids
+++ b/rapids
@@ -1 +1 @@
-Subproject commit 2fb068cb8b2601d2f777de5f027b50354e7a6822
+Subproject commit afa3b8546f6b4e7c82bc7f70c525d0438dc45300