.. _elsa-solvers-api:

****************
elsa solvers API
****************

.. contents:: Table of Contents

Solver
======

.. doxygenclass:: elsa::Solver

CGLS
====

.. doxygenclass:: elsa::CGLS

Proximal Gradient Descent
=========================

.. doxygenclass:: elsa::PGD

Accelerated Proximal Gradient Descent
=====================================

.. doxygenclass:: elsa::APGD

Proximal Optimized Gradient Method
=====================================

.. doxygenclass:: elsa::POGM


Alternating Direction Method of Multipliers
===========================================

.. doxygenclass:: elsa::ADMML2

Linearized ADMM
+++++++++++++++

.. doxygenclass:: elsa::LinearizedADMM

SQS Ordered Subsets
===================

.. doxygenclass:: elsa::SQS

Orthogonal Matching Pursuit
===========================

.. doxygenclass:: elsa::OrthogonalMatchingPursuit


.. _elsa-solvers-api-first-order-methods:

Landweber iteration
===================

.. doxygenclass:: elsa::LandweberIteration

Landweber
#########

.. doxygenclass:: elsa::Landweber

SIRT
####

.. doxygenclass:: elsa::SIRT

First-order optimization algorithms
===================================

.. include:: first_order_methods.rst

.. _elsa-solvers-api-gradientdescent:

GradientDescent
###############

.. doxygenclass:: elsa::GradientDescent

.. _elsa-solvers-api-fgm:

Nesterov's Fast Gradient Method
###############################

.. doxygenclass:: elsa::FGM

.. _elsa-solvers-api-ogm:

Optimized Gradient Method
#########################

.. doxygenclass:: elsa::OGM