.. _user_guide.in_depth.optimize:

==================
Model optimization
==================

This section covers advanced techniques for optimizing model parameters and initial states, 
in addition to the classical methods explained in the :ref:`Quickstart <quickstart.cance.optimization>` section.

The examples in this section use the ``Lez`` dataset, 
which contains daily data from 3 nested gauges spanning a total area of 169km².

.. toctree::
    :maxdepth: 1

    fully_distributed
    regularization
    multi_site
    multi_criteria
    bayes_estimate
    bayes_optimize
    pre_regio_poly
    pre_regio_ann
    validation