diff --git a/tensorflow-notebook/.s2i/bin/assemble b/tensorflow-notebook/.s2i/bin/assemble
index a1f90d8c..90225c74 100755
--- a/tensorflow-notebook/.s2i/bin/assemble
+++ b/tensorflow-notebook/.s2i/bin/assemble
@@ -31,6 +31,8 @@ cd $HOME
 
 rm -rf /tmp/facets
 
+jupyter tensorboard enable --sys-prefix
+
 # Import matplotlib the first time to build the font cache.
 
 MPLBACKEND=Agg python -c "import matplotlib.pyplot"
diff --git a/tensorflow-notebook/requirements.txt b/tensorflow-notebook/requirements.txt
index f7ea8208..7feed27d 100644
--- a/tensorflow-notebook/requirements.txt
+++ b/tensorflow-notebook/requirements.txt
@@ -28,3 +28,4 @@ xlrd==1.2.*
 
 tensorflow==1.11.*
 keras==2.2.*
+jupyter-tensorboard==0.1.10