matflow.param_classes.surrogate.Surrogate
=========================================

.. currentmodule:: matflow.param_classes.surrogate

.. autoclass:: Surrogate
   :members:
   :show-inheritance:
   :undoc-members:
   :inherited-members:   

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
   
      ~Surrogate.build_model
      ~Surrogate.dump_element_group_to_HDF5_group
      ~Surrogate.dump_to_HDF5_group
      ~Surrogate.fit
      ~Surrogate.generate_sobol
      ~Surrogate.get_unscaled_data
      ~Surrogate.make_prediction
      ~Surrogate.make_prediction_sobol
      ~Surrogate.perform_inference
      ~Surrogate.prepare_JSON_dump
      ~Surrogate.save_from_HDF5_group
      ~Surrogate.save_from_JSON
      ~Surrogate.scale_data
      ~Surrogate.to_dict
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Surrogate.pytensor_config_cxx