old_contents: #!/usr/bin/env python3
  
  from .added_loss_term import AddedLossTerm
  from .exact_marginal_log_likelihood import ExactMarginalLogLikelihood
  from .inducing_point_kernel_added_loss_term import InducingPointKernelAddedLossTerm
  from .marginal_log_likelihood import MarginalLogLikelihood
  from .sum_marginal_log_likelihood import SumMarginalLogLikelihood
  from .variational_elbo import VariationalELBO, VariationalELBOEmpirical
  from .variational_marginal_log_likelihood import VariationalMarginalLogLikelihood
  
  
  __all__ = [
      "AddedLossTerm",
      "ExactMarginalLogLikelihood",
      "InducingPointKernelAddedLossTerm",
      "MarginalLogLikelihood",
      "SumMarginalLogLikelihood",
      "VariationalELBO",
      "VariationalELBOEmpirical",
      "VariationalMarginalLogLikelihood",
  ]
  
new_contents: #!/usr/bin/env python3
  
  from .added_loss_term import AddedLossTerm
  from .exact_marginal_log_likelihood import ExactMarginalLogLikelihood
  from .inducing_point_kernel_added_loss_term import InducingPointKernelAddedLossTerm
  from .marginal_log_likelihood import MarginalLogLikelihood
  from .sum_marginal_log_likelihood import SumMarginalLogLikelihood
  from .variational_elbo import VariationalELBO, VariationalELBOEmpirical
  from .variational_marginal_log_likelihood import VariationalMarginalLogLikelihood
  from .noise_model_added_loss_term import NoiseModelAddedLossTerm
  
  __all__ = [
      "AddedLossTerm",
      "ExactMarginalLogLikelihood",
      "InducingPointKernelAddedLossTerm",
      "MarginalLogLikelihood",
      "NoiseModelAddedLossTerm",
      "SumMarginalLogLikelihood",
      "VariationalELBO",
      "VariationalELBOEmpirical",
      "VariationalMarginalLogLikelihood",
  ]
  
subject: update mlls init for NoiseModelAddedLossTerm