diff --git a/requirements.txt b/requirements.txt
index 291eed4..178606b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,5 +3,5 @@ pandas
 jupyter
 #pillow
 setuptools==45.2.0
-tensorflow==2.1.0
+tensorflow==2.3.1
 tensorflow-addons==0.8.3
diff --git a/requirements_tensorboard.txt b/requirements_tensorboard.txt
index 9be2b29..2a76b36 100644
--- a/requirements_tensorboard.txt
+++ b/requirements_tensorboard.txt
@@ -4,5 +4,5 @@ jupyter
 pandas
 #pillow
 setuptools==45.2.0
-tensorflow==1.15.2
+tensorflow==2.3.1
 tensorflow-addons==0.8.3