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Dockerfile
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Dockerfile
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FROM andrewosh/binder-base
MAINTAINER Alexander Panin <justheuristic@gmail.com>
USER root
RUN echo "deb http://archive.ubuntu.com/ubuntu trusty-backports main restricted universe multiverse" >> /etc/apt/sources.list
RUN apt-get -qq update
RUN apt-get install -y gcc-4.9 g++-4.9 libstdc++6 wget unzip
RUN apt-get install -y libopenblas-dev liblapack-dev libsdl2-dev
RUN apt-get install -y cmake zlib1g-dev libjpeg-dev
RUN apt-get install -y xvfb libav-tools xorg-dev python-opengl python3-opengl
RUN apt-get -y install swig3.0
RUN ln -s /usr/bin/swig3.0 /usr/bin/swig
USER main
RUN pip install --upgrade pip
RUN pip install --upgrade --ignore-installed setuptools #fix https://github.com/tensorflow/tensorflow/issues/622
RUN pip install --upgrade sklearn tqdm nltk editdistance joblib
# install all gym stuff except mujoco - it fails at "import importlib.util" (no module named util)
RUN pip install --upgrade gym
RUN pip install --upgrade gym[atari]
RUN pip install --upgrade gym[box2d]
RUN pip install --upgrade http://download.pytorch.org/whl/cu80/torch-0.3.0.post4-cp27-cp27mu-linux_x86_64.whl
RUN pip install --upgrade torchvision
RUN pip install --upgrade keras
RUN pip install --upgrade https://github.com/Theano/Theano/archive/master.zip
RUN pip install --upgrade https://github.com/Lasagne/Lasagne/archive/master.zip
RUN pip install --upgrade https://github.com/yandexdataschool/AgentNet/archive/master.zip
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade pip
# python3: fix `GLIBCXX_3.4.20' not found - conda's libgcc blocked system's gcc-4.9 and libstdc++6
RUN bash -c "conda update -y conda && source activate python3 && conda uninstall -y libgcc && source deactivate"
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade matplotlib numpy scipy pandas
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade sklearn tqdm nltk editdistance joblib
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade --ignore-installed setuptools #fix https://github.com/tensorflow/tensorflow/issues/622
# install all gym stuff except mujoco - it fails at "mjmodel.h: no such file or directory"
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade gym
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade gym[atari]
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade gym[box2d]
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade http://download.pytorch.org/whl/cu80/torch-0.3.0.post4-cp35-cp35m-linux_x86_64.whl
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade torchvision
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade keras
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade https://github.com/Theano/Theano/archive/master.zip
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade https://github.com/Lasagne/Lasagne/archive/master.zip
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade https://github.com/yandexdataschool/AgentNet/archive/master.zip
#install TF after everything else not to break python3's pyglet with python2's tensorflow
RUN pip install --upgrade tensorflow==1.4.0
RUN /home/main/anaconda/envs/python3/bin/pip install --upgrade tensorflow==1.4.0
#TODO py3 doom once it's no longer broken