diff --git a/requirements.txt b/requirements.txt
index efb755c..c8a65eb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
 category-encoders==2.4.0
 coverage==6.3.2
 matplotlib==3.5.1
-mlflow==1.24.0
+mlflow==2.3.1
 mlxtend==0.19.0
 numpy==1.21.5
 pandas==1.3.5