daemonix/kerasm0spy2 repository overview

FROM nvidia/cuda:7.5-cudnn4-devel

ENV CONDA_DIR /opt/conda ENV PATH $CONDA_DIR/bin:$PATH

RUN mkdir -p $CONDA_DIR &&
echo export PATH=$CONDA_DIR/bin:'$PATH' > /etc/profile.d/conda.sh &&
apt-get update &&
apt-get install -y wget git libhdf5-dev g++ graphviz &&
wget --quiet https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh⁠ &&
/bin/bash /Miniconda2-latest-Linux-x86_64.sh -f -b -p $CONDA_DIR &&
rm Miniconda2-latest-Linux-x86_64.sh

#ENV NB_USER keras #ENV NB_UID 1000

#RUN useradd -m -s /bin/bash -N -u $NB_UID $NB_USER && \

⁠mkdir -p $CONDA_DIR && \

⁠chown keras $CONDA_DIR -R && \

⁠mkdir -p /src && \

⁠chown keras /src

#USER keras

⁠Python

ARG python_version=2.7

RUN conda install -y python=${python_version} RUN pip install ipdb pytest pytest-cov python-coveralls coverage pytest-xdist pep8 pytest-pep8 pydot_ng RUN conda install -y Pillow scikit-learn notebook pandas matplotlib nose pyyaml six h5py anaconda anaconda-client seaborn joblib basemap RUN conda install -y pysal shapely fiona six pyproj RUN conda install -y -c conda-forge geopandas

RUN apt-get update && apt-get install -y nodejs npm

ARG tensorflow_version=0.10.0rc0-cp27-none RUN pip install https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-${tensorflow_version}-linux_x86_64.whl⁠

RUN pip install git+git://github.com/Theano/Theano.git

RUN pip install git+git://github.com/fchollet/keras.git

RUN pip install git+https://github.com/tflearn/tflearn.git⁠

RUN git clone --recursive https://github.com/dmlc/xgboost⁠ /root/xgboost &&
cd /root/xgboost && make -j RUN cd /root/xgboost/python-package && python setup.py install

RUN conda clean -yt

RUN pip install jupyterlab RUN jupyter serverextension enable --py jupyterlab #RUN git clone https://github.com/jupyter/jupyterlab.git⁠ /root/jupyterlab #RUN cd /root/jupyterlab && npm install #RUN cd /root/jupyterlab && pip install . #RUN jupyter serverextension enable --py jupyterlab

RUN conda install -y statsmodels cloudpickle dill numba bokeh h5py RUN conda install -y dask -c conda-forge RUN pip install git+https://github.com/maxpumperla/hyperas.git⁠ #pip install git+https://github.com/hyperopt/hyperopt.git⁠ #RUN pip install hyperas #RUN conda install -y -c conda-forge cherrypy RUN pip install cherrypy RUN echo "lol" RUN git clone https://github.com/aetros/aetros-cli.git⁠ /root/aetros && cd /root/aetros && python setup.py install

ADD theanorc /root/.theanorc

CMD jupyter notebook --port=8888 --ip=0.0.0.0

⁠Set up notebook config

COPY jupyter_notebook_config.py /root/.jupyter/

⁠Jupyter has issues with being run directly: https://github.com/ipython/ipython/issues/7062⁠

COPY run_jupyter.sh /root/

⁠Expose Ports for TensorBoard (6006), Ipython (8888)

EXPOSE 6006 8888

WORKDIR "/root" CMD ["/bin/bash"]