Dockerfile for Jupiter notebook and nvidia-docker

Dockerfile

# See all tag variants at https://hub.docker.com/r/tensorflow/tensorflow/tags/
FROM tensorflow/tensorflow:latest-gpu-py3-jupyter

RUN pip install keras
RUN pip install Pillow

# -m option creates a fake writable home folder for Jupyter.
RUN groupadd -g 1000 justin && \
    useradd -m -r -u 1000 -g justin justin
USER justin

VOLUME ["/src"]
WORKDIR /src

CMD ["jupyter", "notebook", "--no-browser", "--ip=0.0.0.0", \
     "/src/deep-learning-with-python-notebooks"]