changing nr_particles to num_particles consistently and adapting loss to loss_and_parameters as per Elis suggestions
changing nr_particles to num_particles consistently and adapting loss to loss_and_parameters as per Elis suggestions

uber/pyro,uber/pyro,uber/pyro