diff --git a/Dockerfile b/Dockerfile
index ef604f0cf969c2702024405ad861e4df79a28c19..16abce0406689c4e8ef9d98392ad8c251589053d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,6 +8,7 @@ COPY requirements.txt .
 RUN pip install -r requirements.txt
 RUN rm requirements.txt
 RUN apt update; apt install nano
+RUN pip install jupyter
 
 # Note that we expect the cloned finn directory on the host to be
 # mounted on /workspace/finn -- see run-docker.sh for an example
diff --git a/notebooks/Untitled.ipynb b/notebooks/Untitled.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4820662ddffcf5767612951f40b6254e72da9382
--- /dev/null
+++ b/notebooks/Untitled.ipynb
@@ -0,0 +1,59 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from finn.core.datatype import DataType"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<enum 'DataType'>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "DataType"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/run-docker.sh b/run-docker.sh
index 7a0730a27ae44e18226c683f8a3dbbc260d0fe74..a5241ea0ccef6659fdb39a46a9f504d5c783622a 100755
--- a/run-docker.sh
+++ b/run-docker.sh
@@ -57,4 +57,5 @@ docker run --rm --name finn_dev -it \
 -v $SCRIPTPATH/cnpy:/workspace/cnpy \
 -v $SCRIPTPATH/finn-hlslib:/workspace/finn-hlslib \
 -v $VIVADO_PATH/include:/workspace/vivado-hlslib \
+-p 8888:8888 \
 $DOCKER_TAG bash