diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 0000000..83dfd90
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "training/training_files"]
+	path = training/training_files
+	url = ssh://git@git-ssh.lowexpectations.work:222/judsonupchurch/Inverted-Pendulum-Neural-Network-Controller-Training-Files.git
diff --git a/training/training_files b/training/training_files
new file mode 160000
index 0000000..8461189
--- /dev/null
+++ b/training/training_files
@@ -0,0 +1 @@
+Subproject commit 84611893434463bf6c472a1c9269bd4e5f48c8e5