DKLGP
=====

.. currentmodule:: obsidian.surrogates.custom_GP

.. autoclass:: DKLGP

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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