diff --git a/notes.md b/notes.md
index 9a02810..5f7cf4c 100644
--- a/notes.md
+++ b/notes.md
@@ -147,3 +147,4 @@
 2018-08-08T06:36:00 - Implementing approach from a new paper read last night (prophet)
 2018-08-08T02:52:00 - Minor doc updates: linking to article on quantization (prophet)
 2018-08-09T08:36:00 - Quick fix, referencing a known issue from the official repo (prophet)
+2018-08-09T20:10:00 - Refactor for clarity, might break a few tests though (prophet)