Examples
========

This section illustrates how to use the numericalderivative algorithms.

.. toctree::

   ../auto_example/plot_numericalderivative
   ../auto_example/plot_openturns
   ../auto_example/plot_use_benchmark
   ../auto_example/plot_finite_differences
   ../auto_example/plot_general_fd
   ../auto_example/plot_general_fd_convergence

Dumontet & Vignes
-----------------

.. toctree::

   ../auto_example/plot_dumontet_vignes
   ../auto_example/plot_dumontet_vignes_benchmark

Gill, Murray, Saunders & Wright
-------------------------------

.. toctree::

   ../auto_example/plot_gill_murray_saunders_wright
   ../auto_example/plot_gill_murray_saunders_wright_benchmark

Stepleman & Winarsky
--------------------

.. toctree::

   ../auto_example/plot_stepleman_winarsky
   ../auto_example/plot_stepleman_winarsky_plots
   ../auto_example/plot_stepleman_winarsky_benchmark

Shi, Xie, Xuan & Nocedal
------------------------

.. toctree::

   ../auto_example/plot_shi_xie_xuan_nocedal_forward
   ../auto_example/plot_shi_xie_xuan_nocedal_forward_benchmark
   ../auto_example/plot_shi_xie_xuan_nocedal_general
   ../auto_example/plot_shi_xie_xuan_nocedal_general_benchmark