``brainpy.integrators`` module
=======================================

.. currentmodule:: brainpy.integrators
.. automodule:: brainpy.integrators

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ODE integrators
---------------

.. currentmodule:: brainpy.integrators.ode
.. automodule:: brainpy.integrators.ode

Base ODE Integrator
~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   ODEIntegrator


Generic ODE Functions
~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   set_default_odeint
   get_default_odeint
   register_ode_integrator
   get_supported_methods


Explicit Runge-Kutta ODE Integrators
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   ExplicitRKIntegrator
   Euler
   MidPoint
   Heun2
   Ralston2
   RK2
   RK3
   Heun3
   Ralston3
   SSPRK3
   RK4
   Ralston4
   RK4Rule38


Adaptive Runge-Kutta ODE Integrators
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   AdaptiveRKIntegrator
   RKF12
   RKF45
   DormandPrince
   CashKarp
   BogackiShampine
   HeunEuler


Exponential ODE Integrators
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   ExponentialEuler


SDE integrators
---------------

.. currentmodule:: brainpy.integrators.sde
.. automodule:: brainpy.integrators.sde

Base SDE Integrator
~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/
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   :template: classtemplate.rst

   SDEIntegrator


Generic SDE Functions
~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/
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   :template: classtemplate.rst

   set_default_sdeint
   get_default_sdeint
   register_sde_integrator
   get_supported_methods


Normal SDE Integrators
~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   Euler
   Heun
   Milstein
   MilsteinGradFree
   ExponentialEuler


SRK methods for scalar Wiener process
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

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   SRK1W1
   SRK2W1
   KlPl


FDE integrators
---------------

.. currentmodule:: brainpy.integrators.fde
.. automodule:: brainpy.integrators.fde

Base FDE Integrator
~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/
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   :template: classtemplate.rst

   FDEIntegrator


Generic FDE Functions
~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
   :toctree: generated/
   :nosignatures:
   :template: classtemplate.rst

   set_default_fdeint
   get_default_fdeint
   register_fde_integrator
   get_supported_methods


Methods for Caputo Fractional Derivative
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   CaputoEuler
   CaputoL1Schema


Methods for Riemann-Liouville Fractional Derivative
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autosummary::
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   GLShortMemory