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Proximal Algorithms

Installation

git clone git@github.com:ganguli-lab/proxalgs.git
cd proxalgs
pip install -r requirements.txt
python setup.py install

Requirements

Numpy, scipy, and hyperopt.

Development

Pull requests welcome! Please stick to the NumPy/SciPy documentation standards We use sphinx for documentation and nose for testing.

Todo

  • more support for operations on unfolded tensors
  • parallelization of the various proximal updates

Contact

Niru Maheswaranathan (nirum@stanford.edu)

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Proximal algorithms and operators in python

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