Ml4A Environments

1.
Packages and libs

conda install -y \
    h5py \
    pandas \
    theano \
  && pip install --upgrade -I setuptools \
  && pip install --ignore-installed --upgrade \
  	https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.2.0-cp27-none-linux_x86_64.whl \
    && pip install --upgrade keras 

conda install -y \
    matplotlib \
    seaborn 

conda install -y scikit-learn

# RUN conda install -c conda-forge librosa

# RUN conda install -c mutirri -y blessings=1.6

# RUN conda install -c conda-forge tqdm=4.14.0

# RUN pip install python-igraph

conda install -y pillow=3.4.1








































































































































2.
Data

mkdir -p /objects

wget http://www.vision.caltech.edu/Image_Datasets/Caltech101/101_ObjectCategories.tar.gz -O /objects/101_ObjectCategories.tar.gz

cd /objects

tar -xvzf 101_ObjectCategories.tar.gz

rm 101_ObjectCategories.tar.gz


























































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































conda install -y -c conda-forge tqdm


















































© 2018 Nextjournal GmbH