diff --git a/build/Dependencies.props b/build/Dependencies.props
index 963fecead7..377f59579c 100644
--- a/build/Dependencies.props
+++ b/build/Dependencies.props
@@ -20,7 +20,7 @@
     <SystemDrawingCommonPackageVersion>4.5.0</SystemDrawingCommonPackageVersion>
     <SystemIOFileSystemAccessControl>4.5.0</SystemIOFileSystemAccessControl>
     <SystemSecurityPrincipalWindows>4.5.0</SystemSecurityPrincipalWindows>
-    <TensorFlowVersion>1.12.0</TensorFlowVersion>
+    <TensorFlowVersion>1.13.1</TensorFlowVersion>
   </PropertyGroup>
 
   <!-- Code Analyzer Dependencies -->
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.12.0.tar.gz.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.12.0.tar.gz.sha
deleted file mode 100644
index d1167ceb9b..0000000000
--- a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.12.0.tar.gz.sha
+++ /dev/null
@@ -1 +0,0 @@
-090706417EC29D91EEEABC5C25576374A86426CF25F27556C0EED4FD815D814C4F09FA7389ED8F614E4B34BF6438B9AE0ADA402BEA7CC9441446AB783A6F187D
\ No newline at end of file
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.13.1.tar.gz.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.13.1.tar.gz.sha
new file mode 100644
index 0000000000..b6cfa6d7b8
--- /dev/null
+++ b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-darwin-x86_64-1.13.1.tar.gz.sha
@@ -0,0 +1 @@
+9D748CF9FA3A18BC9456CF3F4E44DE519403FB542A85D1916BB9B1E3AFD90139258936C780E78488721D0872A365BE07CB97A53A6C851BEE5362D5221AE17BF3
\ No newline at end of file
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.12.0.tar.gz.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.12.0.tar.gz.sha
deleted file mode 100644
index 92dc9e7d0a..0000000000
--- a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.12.0.tar.gz.sha
+++ /dev/null
@@ -1 +0,0 @@
-5359609DDF69D66474F720D6A1ED669942FEB6842096CFC3EAF44B84FA3F2F659829778446BD3C7C83871F7293CA481AC4732DF6DC7921ADA100B459E37198BD
\ No newline at end of file
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.13.1.tar.gz.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.13.1.tar.gz.sha
new file mode 100644
index 0000000000..55c2e50b2a
--- /dev/null
+++ b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-linux-x86_64-1.13.1.tar.gz.sha
@@ -0,0 +1 @@
+A09EA6EF85BAEF567AE33538D0FEF648317AC4357A6C4C2AF4890E2C60E16A73014645118FFE3A5A56E03E0C941B7770AB7342532EBF07066784A72443970AE7
\ No newline at end of file
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.12.0.zip.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.12.0.zip.sha
deleted file mode 100644
index 4d5e6ce4d6..0000000000
--- a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.12.0.zip.sha
+++ /dev/null
@@ -1 +0,0 @@
-49DB72CDD8D10B78BB1CD17A058DF508E04B38BD287FF53EB9173A48D3994E11741B1EE6C9108303739819845F2F9D777EE3E767D737C24DB3A28B67FF68C951
\ No newline at end of file
diff --git a/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.13.1.zip.sha b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.13.1.zip.sha
new file mode 100644
index 0000000000..018d84782a
--- /dev/null
+++ b/src/Redist/Microsoft.ML.TensorFlow.Redist/libtensorflow-cpu-windows-x86_64-1.13.1.zip.sha
@@ -0,0 +1 @@
+301762731DFCFFABEC7C5ED95453CC27E56B10E06B3EB4CB83B1F552A5345D00E087F65B9FC99D74219016B4C53CC70A7FFC13C29C1D10FC8EEEFA6B18896144
\ No newline at end of file