Docker file for kaggle

Dockerfile

FROM ubuntu:16.04
#FROM ubuntu:14.04
# Extended and moved to python 3 based on image:
#MAINTAINER Wise.io, Inc. <[email protected]>

ENV DEBIAN_FRONTEND noninteractive

ENV PATH /anaconda/bin:$PATH
# For image inheritance.
ONBUILD ENV PATH /anaconda/bin:$PATH

# Install packages ... change the timezone line if you're not in Pacific time
RUN apt-get -y update && apt-get install -y wget nano locales curl unzip wget openssl libhdf5-dev libpq-dev \
  python3-pip python3-dev python3-numpy python3-scipy python3-matplotlib \
  ipython3 ipython3-notebook python3-pandas python3-nose \
  python3-dateutil \
    && apt-get clean && dpkg-reconfigure locales && locale-gen en_US.UTF-8 \
    && echo "America/Los_Angeles" > /etc/timezone && dpkg-reconfigure --frontend noninteractive tzdata \
    && apt-get autoremove \
    && pip3 install scikit-learn==0.18.1 nltk==3.2.1 pytest==3.0.5 \
    && python3 -m nltk.downloader -d /usr/local/share/nltk_data punkt book \
    && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*

# Get the pip packages and clean up
ADD requirements.txt /
RUN pip3 install -r /requirements.txt && rm -rf /root/.cache/pip/*

ENV LANGUAGE en_US.UTF-8
ENV LANG en_US.UTF-8
# $PASSWORD will get `unset` within notebook.sh, turned into an IPython style hash
ENV PASSWORD Dont make this your default
ENV USE_HTTP 1

ADD notebook.sh /notebook.sh
RUN chmod a+x /notebook.sh

EXPOSE 8888

RUN useradd --user-group --create-home --shell /bin/false workspace
ENV HOME=/home/workspace
ADD . $HOME
WORKDIR $HOME
ENV PEM_FILE $HOME/key.pem
COPY ./.keras $HOME/.keras
RUN chown -R workspace:workspace $HOME/*
USER workspace

CMD ["/notebook.sh"]