User manual
===========

.. currentmodule:: numericalderivative


Algorithms for optimal step
---------------------------

.. autosummary::
   :toctree: _generated/

       DumontetVignes
       GillMurraySaundersWright
       SteplemanWinarsky
       SteplemanWinarskyInitialize
       ShiXieXuanNocedalForward
       ShiXieXuanNocedalGeneral

Finite Differences
------------------

.. autosummary::
   :toctree: _generated/

       FunctionWithArguments
       FiniteDifferenceFormula
       FirstDerivativeForward
       FirstDerivativeCentral
       SecondDerivativeCentral
       ThirdDerivativeCentral
       GeneralFiniteDifference

Benchmark problems
------------------

.. autosummary::
   :toctree: _generated/
   
       DerivativeBenchmarkProblem
       PolynomialProblem
       InverseProblem
       ExponentialProblem
       LogarithmicProblem
       SquareRootProblem
       AtanProblem
       SinProblem
       ScaledExponentialProblem
       GMSWExponentialProblem
       SXXNProblem1
       SXXNProblem2
       SXXNProblem3
       SXXNProblem4
       OliverProblem1
       OliverProblem2
       OliverProblem3

Benchmark features
------------------

.. autosummary::
   :toctree: _generated/

       build_benchmark
       benchmark_method