diff --git a/src/gluonts/torch/distributions/generalized_pareto.py b/src/gluonts/torch/distributions/generalized_pareto.py index be727dc258..f6100c8548 100644 --- a/src/gluonts/torch/distributions/generalized_pareto.py +++ b/src/gluonts/torch/distributions/generalized_pareto.py @@ -185,8 +185,6 @@ def domain_map( concentration: torch.Tensor, ): # type: ignore scale = F.softplus(scale) - # Clamp concentration to avoid numerical issues - concentration = torch.tanh(concentration) # Adjust loc for negative concentration neg_conc = concentration < 0