GaussianProcessSurrogate
========================

.. currentmodule:: baybe.surrogates.gaussian_process.core

.. autoclass:: GaussianProcessSurrogate
   :members:                              
   :show-inheritance:                 
   :inherited-members:

   
   
   .. rubric:: Public methods

   .. autosummary::
   
      ~GaussianProcessSurrogate.__init__
      ~GaussianProcessSurrogate.fit
      ~GaussianProcessSurrogate.from_dict
      ~GaussianProcessSurrogate.from_json
      ~GaussianProcessSurrogate.from_preset
      ~GaussianProcessSurrogate.posterior
      ~GaussianProcessSurrogate.to_botorch
      ~GaussianProcessSurrogate.to_dict
      ~GaussianProcessSurrogate.to_json
   
   

   
   
   .. rubric:: Public attributes and properties

   .. autosummary::
   
      ~GaussianProcessSurrogate.kernel_factory
      ~GaussianProcessSurrogate.joint_posterior
      ~GaussianProcessSurrogate.supports_transfer_learning