DS Dockerfile

FROM ubuntu

# ensure local python is preferred over distribution python
ENV PATH /usr/local/bin:$PATH

# http://bugs.python.org/issue19846
# > At the moment, setting "LANG=C" on a Linux system *fundamentally breaks Python 3*, and that's not OK.
ENV LANG C.UTF-8

RUN apt-get -yqq update
RUN apt-get -yqq install wget bzip2

RUN wget http://repo.continuum.io/miniconda/Miniconda3-3.7.0-Linux-x86_64.sh -O ~/miniconda.sh
RUN bash ~/miniconda.sh -b -p ~/miniconda
RUN rm /bin/sh && ln -s /bin/bash /bin/sh
RUN echo 'source /root/miniconda/bin/activate /root/miniconda/' >> $HOME/.bashrc

RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install numpy
RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install tensorflow
RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install jupyter
RUN source /root/miniconda/bin/activate /root/miniconda/ && pip install gym
RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install matplotlib
RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install scikit-learn
RUN source /root/miniconda/bin/activate /root/miniconda/ && conda install pandas

RUN mkdir /root/.jupyter
COPY ./jupyter_notebook_config.py /root/.jupyter/jupyter_notebook_config.py

EXPOSE 8888

WORKDIR /home