torch\_numopt implemented Algorithms
====================================

Gradient Descent with Line Search 
---------------------------------

.. autoclass:: torch_numopt.GradientDescentLS
   :members:
   :undoc-members:
   :show-inheritance:

Newton's method with Line Search
--------------------------------

.. autoclass:: torch_numopt.NewtonLS
   :members:
   :undoc-members:
   :show-inheritance:

Gauss-Newton algorithm with Line Search
---------------------------------------

.. autoclass:: torch_numopt.GaussNewtonLS
   :members:
   :undoc-members:
   :show-inheritance:

Levenberg-Marquardt algorithm with Line Search
----------------------------------------------

.. autoclass:: torch_numopt.LevenbergMarquardtLS
   :members:
   :undoc-members:
   :show-inheritance:

Conjugate Gradient algorithm with Line Search
---------------------------------------------

.. autoclass:: torch_numopt.ConjugateGradientLS
   :members:
   :undoc-members:
   :show-inheritance:

AdaHessian
----------

.. autoclass:: torch_numopt.AdaHessian
   :members:
   :undoc-members:
   :show-inheritance:

Quasi-Newton
------------

(Not implemented)