amanoel / twamp

VAMP-like iteration for non-separable penalties such as isotropic TV

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twamp

twamp (or tvvamp) is a Python implementation of the message-passing algorithm introduced in [arXiv:1809.06304].

Setup

First make sure you have Python 3 in your computer -- the package is not compatible with Python 2. For installing the package, go to the folder where setup.py is located and type

pip install --user .

The necessary requirements should be automatically installed.

Running

For a basic demo, you can try the tomo.py script inside the examples folder.

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VAMP-like iteration for non-separable penalties such as isotropic TV


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