code: def __init__(
      self,
      sde,
      drift="f",
      diffusion="g",
      prior_drift="h",
      diffusion_prod="g_prod",
      drift_and_diffusion="f_and_g",
      drift_and_diffusion_prod="f_and_g_prod",
  ):
      super(RenameMethodsSDE, self).__init__(
          noise_type=sde.noise_type, sde_type=sde.sde_type
      )
      self._base_sde = sde
      for name, value in zip(
          ("f", "g", "h", "g_prod", "f_and_g", "f_and_g_prod"),
          (
              drift,
              diffusion,
              prior_drift,
              diffusion_prod,
              drift_and_diffusion,
              drift_and_diffusion_prod,
          ),
      ):
          try:
              setattr(self, name, getattr(sde, value))
          except AttributeError:
              pass
  
imports: import abc
  import torch
  from torch import nn
  from .None import misc
  from ..settings import NOISE_TYPES, SDE_TYPES
  from ..types import Tensor
label_desc: Use image node_id 1 to create a new RenameMethodsSDE object from inherited base classes: BaseSDE with example: obj = RenameMethodsSDE(sde, drift, diffusion, prior_drift, diffusion_prod, drift_and_diffusion, drift_and_diffusion_prod)