diff --git a/requirements-training.txt b/requirements-training.txt
index 4577620..4031a26 100644
--- a/requirements-training.txt
+++ b/requirements-training.txt
@@ -1,4 +1,4 @@
-category-encoders==2.6.4
+category-encoders==2.8.1
 patsy==0.5.6
 statsmodels==0.14.4
 tensorflow==2.18.0