Robust Sparse Analysis Regularization
This repository holds numerical experiments associated to the paper S. Vaiter, G. Peyré, C. Dossal, and J. Fadili, Robust Sparse Analysis Regularization, Submitted, 2011.
The required dependencies to build the software are Python >= 2.6, Numpy >= 1.3, SciPy >= 0.7 and pyprox == 0.1. IPython >=0.13 is required for the notebooks. There is no install process.
In the case you do not want to compute results for Fused Lasso Compressed Sensing (~2 days of computation each), you can retrieve them using the command
cd npy/ ./download_npy_files