Demos and Examples
===================

This section contains complete, runnable examples demonstrating how to use rlaopt to solve various optimization problems.

.. toctree::
   :maxdepth: 2

   lasso
   elastic_net
   basic_solver

Lasso Regression
----------------

The :doc:`lasso` example shows how to solve a Lasso regression problem, which combines least squares with L1 regularization.

Elastic Net
-----------

The :doc:`elastic_net` example demonstrates solving an Elastic Net problem, which combines L1 and L2 regularization.

Basic Solver Usage
------------------

The :doc:`basic_solver` example provides a simple introduction to using rlaopt solvers.