diff --git a/requirements.txt b/requirements.txt
index 9fe2d0446..8f712c0da 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,3 +6,10 @@ nbformat==5.1.3
 pylint==3.3.3
 yapf==0.43.0
 tensorflow==2.15.0
+absl-py # Test Benchmark Requirements 
+scipy
+nbclient
+protobuf # Tutorial Script Requirements
+matplotlib
+tensorflow-docs
+gym