diff --git a/requirements.txt b/requirements.txt
index 92a6808..4be246c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-tensorflow==2.1.0
+tensorflow==2.3.1
 stellargraph==0.10.0
 scipy
 ipykernel