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Add theano, lasagne, nolearn, and more libs by dansbecker · Pull Request #1 · Kaggle/docker-python · GitHub

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Add theano, lasagne, nolearn, and more libs #1

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dansbecker merged 1 commit into from
Apr 14, 2015
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Add theano, lasagne, nolearn, and more libs #1

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19 changes: 16 additions & 3 deletions Dockerfile
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FROM continuumio/anaconda3:latest

RUN conda install pip statsmodels seaborn python-dateutil nltk -y && \
pip install pytagcloud pyyaml ggplot nolearn && \
pip install pytagcloud pyyaml ggplot theano joblib husl && \
apt-get install -y libglib2.0-0 libxext6 libsm6 libxrender1 libfontconfig1 --fix-missing && \
apt-get update && apt-get install -y git && apt-get install -y build-essential && \
#word cloud
pip install git+git://github.com/amueller/word_cloud.git && \
#xgboost
cd /usr/local/src && mkdir xgboost && cd xgboost && \
git clone https://github.com/dmlc/xgboost.git && cd xgboost && \
make && cd wrapper && python setup.py install

make && cd wrapper && python setup.py install && \
#lasagne
cd /usr/local/src && mkdir Lasagne && cd Lasagne && \
git clone https://github.com/Lasagne/Lasagne.git && cd Lasagne && \
pip install -r requirements.txt && python setup.py install && \
#nolearn
cd /usr/local/src && mkdir nolearn && cd nolearn && \
git clone https://github.com/dnouri/nolearn.git && cd nolearn && \
python setup.py install && \
# put theano compiledir inside /tmp (it needs to be in writable dir)
printf "[global]\nbase_compiledir = /tmp/.theano\n" > /.theanorc

# set backend for matplotlibrc to Agg
RUN matplotlibrc_path=$(python -c "import site, os, fileinput; packages_dir = site.getsitepackages()[0]; print(os.path.join(packages_dir, 'matplotlib', 'mpl-data', 'matplotlibrc'))") && \
sed -i 's/^backend : Qt4Agg/backend : Agg/' $matplotlibrc_path
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