Sparse Coding
=============

.. toc-start

* `Solve a synthetic Basis Pursuit DeNoising (BPDN) problem with regularization parameter optimization (ADMM solver) <bpdn_opt.py>`__
* `Solve a synthetic Basis Pursuit DeNoising (BPDN) problem (PGM solver) <bpdn_pgm.py>`__
* `Solve a synthetic Basis Pursuit DeNoising (BPDN) problem (ADMM and PGM solvers) <bpdn_cmp.py>`__
* `Solve a synthetic Basis Pursuit DeNoising (BPDN) problem with joint sparsity via an ℓ2,1 norm term, with regularization parameter optimization <bpdnjnt_opt.py>`__
* `Solve a synthetic least absolute shrinkage and selection operator (lasso) problem <bpdnprjl1.py>`__
* `Solve a synthetic problem involving minimisation of an ℓ1 norm with ℓ2 constraint <minl1prjl2.py>`__
* `Remove Gaussian white noise from a greyscale image using sparse coding <gwnden_clr.py>`__

.. toc-end
