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MODL

MODL : Masked Online Dictionary Learning

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Installing from source with pip

In a command prompt:

git clone https://github.com/arthurmensch/modl.git
cd modl
pip install -r requirements.txt
pip install .
cd $HOME
py.test --pyargs modl

Examples

  • ADHD (rfMRI) sparse decomposition
  • Movielens (User/Movie ratings) prediction

Check them out !

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Randomized online matrix factorization

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  • Python 94.4%
  • Shell 4.5%
  • Makefile 1.1%