API
''''''



.. module:: dyngpt
.. automodule:: dyngpt
   :noindex:

.. raw:: html

   <h1 style="font-size: 30px;">DynGPT</h1>

.. module:: dyngpt
.. currentmodule:: dyngpt

.. autosummary::
   :toctree: .

   solver.pre_training
   solver.fine_tune_training
   solver.solving_STN
   inferrer.inferring_dynamics

.. raw:: html

   <h1 style="font-size: 30px;">Tools: tl</h1>

.. module:: dyngpt.tl
.. currentmodule:: dyngpt

.. autosummary::
   :toctree: .

   tl.update_default_config
   tl.update_dynmodel_config
   tl.load_synthetic_data
   tl.compute_sampling_stats
   tl.compute_kl_stats

.. raw:: html

   <h1 style="font-size: 30px;">Plotting: pl</h1>

.. module:: dyngpt.pl
.. currentmodule:: dyngpt

.. autosummary::
   :toctree: .

   pl.plot_loss
   pl.plot_model_comparison_stats
   pl.plot_distribution_comparison_nd
   pl.plot_param_posterior_dist
   pl.plot_hist_2d
   pl.plot_boxplot
   pl.plot_scatter
   pl.plot_density
   pl.plot_jointplot
   pl.plot_hist_density