pytorch\_forecasting.metrics.distributions.NormalDistributionLoss
=================================================================

.. currentmodule:: pytorch_forecasting.metrics.distributions

.. autoclass:: NormalDistributionLoss

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~NormalDistributionLoss.__abs__
      ~NormalDistributionLoss.__add__
      ~NormalDistributionLoss.__and__
      ~NormalDistributionLoss.__call__
      ~NormalDistributionLoss.__delattr__
      ~NormalDistributionLoss.__dir__
      ~NormalDistributionLoss.__eq__
      ~NormalDistributionLoss.__floordiv__
      ~NormalDistributionLoss.__format__
      ~NormalDistributionLoss.__ge__
      ~NormalDistributionLoss.__getattr__
      ~NormalDistributionLoss.__getattribute__
      ~NormalDistributionLoss.__getitem__
      ~NormalDistributionLoss.__getnewargs__
      ~NormalDistributionLoss.__getstate__
      ~NormalDistributionLoss.__gt__
      ~NormalDistributionLoss.__hash__
      ~NormalDistributionLoss.__init_subclass__
      ~NormalDistributionLoss.__inv__
      ~NormalDistributionLoss.__invert__
      ~NormalDistributionLoss.__le__
      ~NormalDistributionLoss.__lt__
      ~NormalDistributionLoss.__matmul__
      ~NormalDistributionLoss.__mod__
      ~NormalDistributionLoss.__mul__
      ~NormalDistributionLoss.__ne__
      ~NormalDistributionLoss.__neg__
      ~NormalDistributionLoss.__new__
      ~NormalDistributionLoss.__or__
      ~NormalDistributionLoss.__pos__
      ~NormalDistributionLoss.__pow__
      ~NormalDistributionLoss.__radd__
      ~NormalDistributionLoss.__rand__
      ~NormalDistributionLoss.__reduce__
      ~NormalDistributionLoss.__reduce_ex__
      ~NormalDistributionLoss.__repr__
      ~NormalDistributionLoss.__rfloordiv__
      ~NormalDistributionLoss.__rmatmul__
      ~NormalDistributionLoss.__rmod__
      ~NormalDistributionLoss.__rmul__
      ~NormalDistributionLoss.__ror__
      ~NormalDistributionLoss.__rpow__
      ~NormalDistributionLoss.__rsub__
      ~NormalDistributionLoss.__rtruediv__
      ~NormalDistributionLoss.__rxor__
      ~NormalDistributionLoss.__setattr__
      ~NormalDistributionLoss.__setstate__
      ~NormalDistributionLoss.__sizeof__
      ~NormalDistributionLoss.__str__
      ~NormalDistributionLoss.__sub__
      ~NormalDistributionLoss.__subclasshook__
      ~NormalDistributionLoss.__truediv__
      ~NormalDistributionLoss.__xor__
      ~NormalDistributionLoss._apply
      ~NormalDistributionLoss._call_impl
      ~NormalDistributionLoss._copy_state_dict
      ~NormalDistributionLoss._filter_kwargs
      ~NormalDistributionLoss._forward_full_state_update
      ~NormalDistributionLoss._forward_reduce_state_update
      ~NormalDistributionLoss._get_backward_hooks
      ~NormalDistributionLoss._get_backward_pre_hooks
      ~NormalDistributionLoss._get_name
      ~NormalDistributionLoss._load_from_state_dict
      ~NormalDistributionLoss._maybe_warn_non_full_backward_hook
      ~NormalDistributionLoss._move_list_states_to_cpu
      ~NormalDistributionLoss._named_members
      ~NormalDistributionLoss._plot
      ~NormalDistributionLoss._reduce_states
      ~NormalDistributionLoss._register_load_state_dict_pre_hook
      ~NormalDistributionLoss._register_state_dict_hook
      ~NormalDistributionLoss._replicate_for_data_parallel
      ~NormalDistributionLoss._save_to_state_dict
      ~NormalDistributionLoss._slow_forward
      ~NormalDistributionLoss._sync_dist
      ~NormalDistributionLoss._update_losses_and_lengths
      ~NormalDistributionLoss._wrap_compute
      ~NormalDistributionLoss._wrap_update
      ~NormalDistributionLoss._wrapped_call_impl
      ~NormalDistributionLoss.add_module
      ~NormalDistributionLoss.add_state
      ~NormalDistributionLoss.apply
      ~NormalDistributionLoss.bfloat16
      ~NormalDistributionLoss.buffers
      ~NormalDistributionLoss.children
      ~NormalDistributionLoss.clone
      ~NormalDistributionLoss.compile
      ~NormalDistributionLoss.compute
      ~NormalDistributionLoss.cpu
      ~NormalDistributionLoss.cuda
      ~NormalDistributionLoss.double
      ~NormalDistributionLoss.eval
      ~NormalDistributionLoss.extra_repr
      ~NormalDistributionLoss.float
      ~NormalDistributionLoss.forward
      ~NormalDistributionLoss.get_buffer
      ~NormalDistributionLoss.get_extra_state
      ~NormalDistributionLoss.get_parameter
      ~NormalDistributionLoss.get_submodule
      ~NormalDistributionLoss.half
      ~NormalDistributionLoss.ipu
      ~NormalDistributionLoss.load_state_dict
      ~NormalDistributionLoss.loss
      ~NormalDistributionLoss.map_x_to_distribution
      ~NormalDistributionLoss.mask_losses
      ~NormalDistributionLoss.merge_state
      ~NormalDistributionLoss.modules
      ~NormalDistributionLoss.mtia
      ~NormalDistributionLoss.named_buffers
      ~NormalDistributionLoss.named_children
      ~NormalDistributionLoss.named_modules
      ~NormalDistributionLoss.named_parameters
      ~NormalDistributionLoss.parameters
      ~NormalDistributionLoss.persistent
      ~NormalDistributionLoss.plot
      ~NormalDistributionLoss.reduce_loss
      ~NormalDistributionLoss.register_backward_hook
      ~NormalDistributionLoss.register_buffer
      ~NormalDistributionLoss.register_forward_hook
      ~NormalDistributionLoss.register_forward_pre_hook
      ~NormalDistributionLoss.register_full_backward_hook
      ~NormalDistributionLoss.register_full_backward_pre_hook
      ~NormalDistributionLoss.register_load_state_dict_post_hook
      ~NormalDistributionLoss.register_load_state_dict_pre_hook
      ~NormalDistributionLoss.register_module
      ~NormalDistributionLoss.register_parameter
      ~NormalDistributionLoss.register_state_dict_post_hook
      ~NormalDistributionLoss.register_state_dict_pre_hook
      ~NormalDistributionLoss.requires_grad_
      ~NormalDistributionLoss.rescale_parameters
      ~NormalDistributionLoss.reset
      ~NormalDistributionLoss.sample
      ~NormalDistributionLoss.set_dtype
      ~NormalDistributionLoss.set_extra_state
      ~NormalDistributionLoss.set_submodule
      ~NormalDistributionLoss.share_memory
      ~NormalDistributionLoss.state_dict
      ~NormalDistributionLoss.sync
      ~NormalDistributionLoss.sync_context
      ~NormalDistributionLoss.to
      ~NormalDistributionLoss.to_empty
      ~NormalDistributionLoss.to_prediction
      ~NormalDistributionLoss.to_quantiles
      ~NormalDistributionLoss.train
      ~NormalDistributionLoss.type
      ~NormalDistributionLoss.unsync
      ~NormalDistributionLoss.update
      ~NormalDistributionLoss.xpu
      ~NormalDistributionLoss.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~NormalDistributionLoss.T_destination
      ~NormalDistributionLoss.__abstractmethods__
      ~NormalDistributionLoss.__annotations__
      ~NormalDistributionLoss.__dict__
      ~NormalDistributionLoss.__doc__
      ~NormalDistributionLoss.__iter__
      ~NormalDistributionLoss.__jit_ignored_attributes__
      ~NormalDistributionLoss.__jit_unused_properties__
      ~NormalDistributionLoss.__module__
      ~NormalDistributionLoss.__slots__
      ~NormalDistributionLoss.__weakref__
      ~NormalDistributionLoss._abc_impl
      ~NormalDistributionLoss._compiled_call_impl
      ~NormalDistributionLoss._update_called
      ~NormalDistributionLoss._version
      ~NormalDistributionLoss.call_super_init
      ~NormalDistributionLoss.device
      ~NormalDistributionLoss.distribution_arguments
      ~NormalDistributionLoss.dtype
      ~NormalDistributionLoss.dump_patches
      ~NormalDistributionLoss.full_state_update
      ~NormalDistributionLoss.higher_is_better
      ~NormalDistributionLoss.is_differentiable
      ~NormalDistributionLoss.metric_state
      ~NormalDistributionLoss.plot_legend_name
      ~NormalDistributionLoss.plot_lower_bound
      ~NormalDistributionLoss.plot_upper_bound
      ~NormalDistributionLoss.update_called
      ~NormalDistributionLoss.update_count
      ~NormalDistributionLoss.training
      ~NormalDistributionLoss._parameters
      ~NormalDistributionLoss._buffers
      ~NormalDistributionLoss._non_persistent_buffers_set
      ~NormalDistributionLoss._backward_pre_hooks
      ~NormalDistributionLoss._backward_hooks
      ~NormalDistributionLoss._is_full_backward_hook
      ~NormalDistributionLoss._forward_hooks
      ~NormalDistributionLoss._forward_hooks_with_kwargs
      ~NormalDistributionLoss._forward_hooks_always_called
      ~NormalDistributionLoss._forward_pre_hooks
      ~NormalDistributionLoss._forward_pre_hooks_with_kwargs
      ~NormalDistributionLoss._state_dict_hooks
      ~NormalDistributionLoss._load_state_dict_pre_hooks
      ~NormalDistributionLoss._state_dict_pre_hooks
      ~NormalDistributionLoss._load_state_dict_post_hooks
      ~NormalDistributionLoss._modules