FROM ubuntu:16.04

LABEL maintainer "Alexander Panin <justheuristic@gmail.com>, Dmitry Mittov <mittov@gmail.com>"

RUN echo "deb http://archive.ubuntu.com/ubuntu trusty-backports main restricted universe multiverse" >> /etc/apt/sources.list && \

apt-get -qq update && \

apt-get install -y cmake \

zlib1g-dev \

libjpeg-dev \

xvfb \

libav-tools \

xorg-dev \

python-opengl \

swig3.0 \

python-dev \

python3-dev \

python-pip \

python3-pip \

libopenblas-dev \

liblapack-dev \

g++ && \

ln -s /usr/bin/swig3.0 /usr/bin/swig

RUN pip install --upgrade pip \

scipy \

numpy && \

pip install --upgrade sklearn \

jupyter \

tqdm \

gym[all] \

matplotlib \

seaborn && \

pip install --upgrade https://github.com/Theano/Theano/archive/master.zip \

https://github.com/Lasagne/Lasagne/archive/master.zip \

https://github.com/yandexdataschool/AgentNet/archive/master.zip \

tensorflow \

keras

RUN pip3 install --upgrade pip \

scipy \

numpy && \

pip3 install --upgrade sklearn \

jupyter \

tqdm \

gym[all] \

matplotlib \

seaborn && \

pip3 install --upgrade https://github.com/Theano/Theano/archive/master.zip \

https://github.com/Lasagne/Lasagne/archive/master.zip \

https://github.com/yandexdataschool/AgentNet/archive/master.zip \

tensorflow \

keras && \

python3 -m ipykernel.kernelspec

EXPOSE 8888

VOLUME /notebooks

WORKDIR /notebooks

COPY run_jupyter.sh /

CMD ["/run_jupyter.sh"]