Can't import DeepAREstimator from gluonts.model

[ArianKhorasani]

I did install GluonTS on a cluster via pip install gluonts but I'm unable to use from _gluonts.model.deepar import DeepAREstimator_ and gluonts.model.transformer import TransformerEstimator since it is not defined, getting ModuleNotFoundError. I don't know why I can't install the whole models in gluonts via pip install gluonts command line. I'm using python 3.8.2 version on Macbook, but as mentioned above, I'm installing _gluonts_ on a Cluster in virtual machine.

Any help would be appreciated @lostella et al :)

[lostella]

from gluonts.mx.model.deepar import DeepAREstimator

for the mxnet-based version, and

from gluonts.torch.model.deepar import DeepAREstimator

for the torch-based version.

[lostella]

@ArianKhorasani does that do it?

[ArianKhorasani]

@ArianKhorasani does that do it?

Yes, @lostella! Thanks for your help! for DeepAREstimator, it's working as you mentioned, but I'm facing issues while using TransformerEstimator, I'm using from gluonts.model.transformer import TransformerEstimator but getting error that It is not defined. please note that I have already installed gluonts for torch and mxnet!

I did try gluonts.mx.model.transformer import TransformerEstimator which works fine, but I was looking for torch models and using TransformerModel there too!

Appreciate your suggestions!

[lostella]

Right: not all models are implemented also in torch, this table has it summarized https://ts.gluon.ai/stable/getting_started/models.html

[ArianKhorasani]

Right: not all models are implemented also in torch, this table has it summarized https://ts.gluon.ai/stable/getting_started/models.html

Thanks a lot @lostella for the link and time! Please mark this issue as resolved! If I had another question, will open an issue if you wouldn't mind ;)