diff --git a/notes.md b/notes.md
index f44c2c0..5d74704 100644
--- a/notes.md
+++ b/notes.md
@@ -261,3 +261,4 @@
 2022-08-01T03:45:00 - Implementing approach from a new paper read last night (prophet)
 2022-08-01T21:11:00 - Refactor for clarity, might break a few tests though (prophet)
 2022-08-01T19:11:00 - Refactor for clarity, might break a few tests though (prophet)
+2022-10-22T01:17:00 - Refactor for clarity, might break a few tests though (prophet)