Dockerfile

FROM continuumio/anaconda3
LABEL Author="Anteneh-Birhanu-Genet-Yishak"

WORKDIR /app

#env
# RUN apt-get update && apt-get install -y libgtk2.0-dev && \
#     rm -rf /var/lib/apt/lists/*

RUN /opt/conda/bin/conda update -n base -c defaults conda && \
    /opt/conda/bin/conda install python=3.6 && \
    /opt/conda/bin/conda install anaconda-client && \
    /opt/conda/bin/conda install jupyter -y && \
    # /opt/conda/bin/conda install --channel https://conda.anaconda.org/menpo opencv3 -y && \
    /opt/conda/bin/conda install numpy pandas scikit-learn matplotlib seaborn pyyaml h5py keras -y && \
    /opt/conda/bin/conda upgrade dask && \
    pip install tensorflow imutils

RUN ["mkdir", "notebooks"]
COPY conf/.jupyter /root/.jupyter
COPY run_jupyter.sh /

# Jupyter and Tensorboard ports
EXPOSE 8888 6006

# Store notebooks in this mounted directory
VOLUME /notebooks

CMD ["/run_jupyter.sh"]

# command to run this container
# docker run -it -p 8888:8888 -p 6006:6006 -d -v $(pwd)/notebooks:/notebooks python_data_science_container:anaconda
#pip