pytorch\_forecasting.metrics.distributions.NegativeBinomialDistributionLoss
===========================================================================

.. currentmodule:: pytorch_forecasting.metrics.distributions

.. autoclass:: NegativeBinomialDistributionLoss

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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