tfep.nn.transformers.sos.SOSPolynomialTransformer
=================================================

.. currentmodule:: tfep.nn.transformers.sos

.. autoclass:: SOSPolynomialTransformer
   :members:
   :show-inheritance:
   :inherited-members: Module,LightningModule

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SOSPolynomialTransformer.T_destination
      ~SOSPolynomialTransformer.call_super_init
      ~SOSPolynomialTransformer.degree_polynomials
      ~SOSPolynomialTransformer.dump_patches
      ~SOSPolynomialTransformer.n_parameters_per_feature
      ~SOSPolynomialTransformer.parameters_per_polynomial
      ~SOSPolynomialTransformer.training