torch\_concepts.nn.VariationalInference
=======================================

.. currentmodule:: torch_concepts.nn

.. autoclass:: VariationalInference

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~VariationalInference.__init__
      ~VariationalInference.add_module
      ~VariationalInference.apply
      ~VariationalInference.bfloat16
      ~VariationalInference.buffers
      ~VariationalInference.children
      ~VariationalInference.compile
      ~VariationalInference.cpu
      ~VariationalInference.cuda
      ~VariationalInference.double
      ~VariationalInference.eval
      ~VariationalInference.extra_repr
      ~VariationalInference.float
      ~VariationalInference.forward
      ~VariationalInference.get_buffer
      ~VariationalInference.get_extra_state
      ~VariationalInference.get_parameter
      ~VariationalInference.get_submodule
      ~VariationalInference.guide_fn
      ~VariationalInference.half
      ~VariationalInference.ipu
      ~VariationalInference.load_state_dict
      ~VariationalInference.model_fn
      ~VariationalInference.modules
      ~VariationalInference.mtia
      ~VariationalInference.named_buffers
      ~VariationalInference.named_children
      ~VariationalInference.named_modules
      ~VariationalInference.named_parameters
      ~VariationalInference.parameters
      ~VariationalInference.query
      ~VariationalInference.register_backward_hook
      ~VariationalInference.register_buffer
      ~VariationalInference.register_forward_hook
      ~VariationalInference.register_forward_pre_hook
      ~VariationalInference.register_full_backward_hook
      ~VariationalInference.register_full_backward_pre_hook
      ~VariationalInference.register_load_state_dict_post_hook
      ~VariationalInference.register_load_state_dict_pre_hook
      ~VariationalInference.register_module
      ~VariationalInference.register_parameter
      ~VariationalInference.register_state_dict_post_hook
      ~VariationalInference.register_state_dict_pre_hook
      ~VariationalInference.requires_grad_
      ~VariationalInference.set_extra_state
      ~VariationalInference.set_submodule
      ~VariationalInference.share_memory
      ~VariationalInference.state_dict
      ~VariationalInference.step
      ~VariationalInference.to
      ~VariationalInference.to_empty
      ~VariationalInference.train
      ~VariationalInference.type
      ~VariationalInference.xpu
      ~VariationalInference.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~VariationalInference.T_destination
      ~VariationalInference.call_super_init
      ~VariationalInference.dump_patches
      ~VariationalInference.guide_conditioning
      ~VariationalInference.latent_names
      ~VariationalInference.name
      ~VariationalInference.temperature
      ~VariationalInference.training