Gallery
=======

A curated, runnable showcase. The **model zoo** has one self-contained demo per model
family — including the families that previously had no user-facing example. The **case
studies** are end-to-end applications: fitting and analyzing whole-brain models against
data, seizure dynamics, decision making, and training a HORN network on a cognitive task.

For the guided, narrative path through the differentiable workflow, start at the
:doc:`../data_driven/index` hub.


Model Zoo
---------

One runnable demo per model family.

.. toctree::
   :maxdepth: 1

   model_zoo/hopf
   model_zoo/van_der_pol
   model_zoo/stuart_landau
   model_zoo/fitzhugh_nagumo
   model_zoo/wilson_cowan
   model_zoo/jansen_rit
   model_zoo/wong_wang
   model_zoo/montbrio_pazo_roxin
   model_zoo/coombes_byrne
   model_zoo/larter_breakspear
   model_zoo/epileptor
   model_zoo/generic_2d_oscillator
   model_zoo/wong_wang_exc_inh
   model_zoo/lorenz
   model_zoo/linear
   model_zoo/kuramoto
   model_zoo/horn


Case Studies
------------

End-to-end applications against data.

.. toctree::
   :maxdepth: 1

   case_studies/resting_state_meg
   case_studies/eeg_fitting
   case_studies/seizure_epileptor
   case_studies/decision_making
   case_studies/horn_cognitive_task