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FROM nvidia/cuda:8.0-cudnn5-devel-ubuntu16.04
MAINTAINER "Durgesh Mankekar"
RUN apt-get update && apt-get install -y wget ca-certificates \
git curl vim python3-dev python3-pip \
libfreetype6-dev libpng12-dev libhdf5-dev
RUN pip3 install --upgrade pip
RUN pip3 install tensorflow-gpu
RUN pip3 install numpy pandas sklearn matplotlib seaborn jupyter pyyaml h5py
RUN pip3 install keras --no-deps
RUN ["mkdir", "notebooks"]
COPY jupyter_notebook_config.py /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"]