lasdi.workflow
==============

.. py:module:: lasdi.workflow


Attributes
----------

.. autoapisummary::

   lasdi.workflow.trainer_dict
   lasdi.workflow.latent_dict
   lasdi.workflow.ld_dict
   lasdi.workflow.physics_dict
   lasdi.workflow.parser


Functions
---------

.. autoapisummary::

   lasdi.workflow.main
   lasdi.workflow.step
   lasdi.workflow.initialize_trainer
   lasdi.workflow.initialize_latent_space
   lasdi.workflow.initialize_physics
   lasdi.workflow.pick_samples
   lasdi.workflow.run_samples
   lasdi.workflow.collect_samples


Module Contents
---------------

.. py:data:: trainer_dict

.. py:data:: latent_dict

.. py:data:: ld_dict

.. py:data:: physics_dict

.. py:data:: parser

.. py:function:: main()

.. py:function:: step(trainer, next_step, config, use_restart=False)

.. py:function:: initialize_trainer(config, restart_file=None)

   Initialize a LaSDI class with a latent space model according to config file.
   Currently only 'gplasdi' is available.


.. py:function:: initialize_latent_space(physics, config)

   Initialize a latent space model according to config file.
   Currently only 'ae' (autoencoder) is available.


.. py:function:: initialize_physics(config, param_name)

   Initialize a physics FOM model according to config file.
   Currently only 'burgers1d' is available.


.. py:function:: pick_samples(trainer, config)

.. py:function:: run_samples(trainer, config)

.. py:function:: collect_samples(trainer, config)