PriorGP
=======

.. currentmodule:: obsidian.surrogates.custom_GP

.. autoclass:: PriorGP

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~PriorGP.__init__
      ~PriorGP.add_module
      ~PriorGP.added_loss_terms
      ~PriorGP.apply
      ~PriorGP.bfloat16
      ~PriorGP.buffers
      ~PriorGP.children
      ~PriorGP.compile
      ~PriorGP.condition_on_observations
      ~PriorGP.constraint_for_parameter_name
      ~PriorGP.constraints
      ~PriorGP.construct_inputs
      ~PriorGP.cpu
      ~PriorGP.cuda
      ~PriorGP.double
      ~PriorGP.eval
      ~PriorGP.extra_repr
      ~PriorGP.float
      ~PriorGP.forward
      ~PriorGP.get_buffer
      ~PriorGP.get_extra_state
      ~PriorGP.get_fantasy_model
      ~PriorGP.get_parameter
      ~PriorGP.get_submodule
      ~PriorGP.half
      ~PriorGP.hyperparameters
      ~PriorGP.initialize
      ~PriorGP.ipu
      ~PriorGP.load_state_dict
      ~PriorGP.load_strict_shapes
      ~PriorGP.local_load_samples
      ~PriorGP.modules
      ~PriorGP.named_added_loss_terms
      ~PriorGP.named_buffers
      ~PriorGP.named_children
      ~PriorGP.named_constraints
      ~PriorGP.named_hyperparameters
      ~PriorGP.named_modules
      ~PriorGP.named_parameters
      ~PriorGP.named_parameters_and_constraints
      ~PriorGP.named_priors
      ~PriorGP.named_variational_parameters
      ~PriorGP.parameters
      ~PriorGP.posterior
      ~PriorGP.pyro_load_from_samples
      ~PriorGP.pyro_sample_from_prior
      ~PriorGP.register_added_loss_term
      ~PriorGP.register_backward_hook
      ~PriorGP.register_buffer
      ~PriorGP.register_constraint
      ~PriorGP.register_forward_hook
      ~PriorGP.register_forward_pre_hook
      ~PriorGP.register_full_backward_hook
      ~PriorGP.register_full_backward_pre_hook
      ~PriorGP.register_load_state_dict_post_hook
      ~PriorGP.register_module
      ~PriorGP.register_parameter
      ~PriorGP.register_prior
      ~PriorGP.register_state_dict_pre_hook
      ~PriorGP.requires_grad_
      ~PriorGP.sample_from_prior
      ~PriorGP.set_extra_state
      ~PriorGP.set_train_data
      ~PriorGP.share_memory
      ~PriorGP.state_dict
      ~PriorGP.subset_output
      ~PriorGP.to
      ~PriorGP.to_empty
      ~PriorGP.to_pyro_random_module
      ~PriorGP.to_random_module
      ~PriorGP.train
      ~PriorGP.transform_inputs
      ~PriorGP.type
      ~PriorGP.update_added_loss_term
      ~PriorGP.variational_parameters
      ~PriorGP.xpu
      ~PriorGP.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~PriorGP.T_destination
      ~PriorGP.batch_shape
      ~PriorGP.call_super_init
      ~PriorGP.dtypes_of_buffers
      ~PriorGP.dump_patches
      ~PriorGP.num_outputs
      ~PriorGP.train_targets
      ~PriorGP.likelihood
      ~PriorGP.training