Dockerfile(python + jupyter+ tf + keras) from https://github.com/ufoym/deepo

Dockerfile

# MIT License

# Copyright (c) 2017 Ming

# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:

# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.

# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.

# ==================================================================
# module list
# ------------------------------------------------------------------
# python        3.6    (apt)
# jupyter       latest (pip)
# tensorflow    1.4.0  (pip)
# keras         latest (pip)
# ==================================================================

FROM nvidia/cuda:8.0-cudnn6-devel
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \

    rm -rf /var/lib/apt/lists/* \
           /etc/apt/sources.list.d/cuda.list \
           /etc/apt/sources.list.d/nvidia-ml.list && \

    apt-get update && \

# ==================================================================
# tools
# ------------------------------------------------------------------

    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        build-essential \
        ca-certificates \
        cmake \
        wget \
        git \
        vim \
        graphviz \
        && \

# ==================================================================
# python
# ------------------------------------------------------------------

    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        software-properties-common \
        && \
    add-apt-repository ppa:jonathonf/python-3.6 && \
    apt-get update && \
    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        python3.6 \
        python3.6-dev \
        && \
    wget -O ~/get-pip.py \
        https://bootstrap.pypa.io/get-pip.py && \
    python3.6 ~/get-pip.py && \
    ln -s /usr/bin/python3.6 /usr/local/bin/python3 && \
    ln -s /usr/bin/python3.6 /usr/local/bin/python && \
    $PIP_INSTALL \
        setuptools \
        && \
    $PIP_INSTALL \
        numpy \
        scipy \
        pandas \
        scikit-learn \
        matplotlib \
        Cython \
        tqdm \
        multiprocessing \
        pydot-ng \
        pydot3 \
        && \

# ==================================================================
# jupyter
# ------------------------------------------------------------------

    $PIP_INSTALL \
        jupyter \
        && \

# ==================================================================
# tensorflow
# ------------------------------------------------------------------

    $PIP_INSTALL \
        tensorflow-gpu==1.4.0 \
        && \

# ==================================================================
# keras
# ------------------------------------------------------------------

    $PIP_INSTALL \
        h5py \
        keras \
        && \

# ==================================================================
# config & cleanup
# ------------------------------------------------------------------

    ldconfig && \
    apt-get clean && \
    apt-get autoremove && \
    rm -rf /var/lib/apt/lists/* /tmp/* ~/*

EXPOSE 8888 6006