For compatibility with existing numpy programs, it would be nice to have torch.newdim/newaxis.

Note : PyTorch already has torch.unsqueeze and one can use None to get the same functionality.

Thanks @AnirudhDagar for pointing this out.

cc @mruberry @rgommers @heitorschueroff