lasdi.latent_dynamics.edmd
==========================

.. py:module:: lasdi.latent_dynamics.edmd


Classes
-------

.. autoapisummary::

   lasdi.latent_dynamics.edmd.edmd


Functions
---------

.. autoapisummary::

   lasdi.latent_dynamics.edmd.get_function_from_string


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

.. py:function:: get_function_from_string(func_str)

.. py:class:: edmd(dim, high_order_terms, rand_functions, nt, config)

   Bases: :py:obj:`lasdi.latent_dynamics.LatentDynamics`


   .. py:attribute:: fd_type
      :value: ''



   .. py:attribute:: fd
      :value: None



   .. py:attribute:: fd_oper
      :value: None



   .. py:attribute:: high_order_terms


   .. py:attribute:: rand_functions


   .. py:attribute:: ncoefs


   .. py:attribute:: coef_norm_order
      :value: 1



   .. py:attribute:: MSE


   .. py:method:: calibrate(Z, dt, compute_loss=True, numpy=False)

      loop over all train cases, if Z dimension is 3



   .. py:method:: simulate(coefs, z0, t_grid)

      Integrates each system of ODEs corresponding to each training points, given the initial condition Z0 = encoder(U0)




   .. py:method:: export()