diff --git a/docker-compose.mac.yml b/docker-compose.mac.yml
new file mode 100644
index 0000000..69a1e50
--- /dev/null
+++ b/docker-compose.mac.yml
@@ -0,0 +1,19 @@
+version: '3'
+
+services:
+  app:
+    build:
+      context: .
+      dockerfile: ./docker/Dockerfile.mac
+    tty: true
+    volumes:
+      - ./data/:/app/data
+      - ./notebooks/:/app/notebooks
+      - ./scripts/:/app/scripts
+    ports:
+        - "$JUPYTER_PORT:$JUPYTER_PORT"
+        - "$TENSORBOARD_PORT:$TENSORBOARD_PORT"
+    env_file:
+     - ./.env
+    entrypoint: jupyter lab --ip 0.0.0.0 --port=$JUPYTER_PORT --no-browser --allow-root
+    
\ No newline at end of file
diff --git a/docker/Dockerfile.mac b/docker/Dockerfile.mac
new file mode 100644
index 0000000..aa9c299
--- /dev/null
+++ b/docker/Dockerfile.mac
@@ -0,0 +1,22 @@
+FROM ubuntu:20.04
+
+ENV DEBIAN_FRONTEND noninteractive
+
+RUN apt-get update
+RUN apt-get install -y unzip graphviz curl musescore3 python3-pip pkg-config libhdf5-dev
+
+RUN pip install --upgrade pip
+
+WORKDIR /app
+
+COPY ./requirements.txt /app
+RUN pip install -r /app/requirements.txt
+
+# Hack to get around tensorflow-io issue - https://github.com/tensorflow/io/issues/1755
+RUN pip install tensorflow-io
+RUN pip uninstall -y tensorflow-io
+
+COPY /notebooks/. /app/notebooks
+COPY /scripts/. /app/scripts
+
+ENV PYTHONPATH="${PYTHONPATH}:/app"
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