Skorch aims at providing sklearn functions in a PyTorch basis.
That said, if there is something you need that it does not provide, sklearn is a great library and converting Tensors to NumPy arrays is seamless as long as you don’t need gradients flowing through the converted parts.
Best regards
Thomas