.. _examples:

==================================================
Some examples illustrating basic objects in RegReg
==================================================

* :ref:`atoms_example`: an introduction to the basic object in proximal gradient descent, the atoms.

* :ref:`losses_example`: an introduction to the other basic object in proximal gradient descent: smooth functions.

* :ref:`lasso_example`:

* :ref:`diabetes_example`: a classic!

* :ref:`group_lasso_example`

* :ref:`tfocs_example`: smoothing atoms in a similar fashion to :ref:`TFOCS` and :ref:`NESTA`