Kashif Rasul

sorry folks i am traveling this week... I will try to have a look next week

can you try with the 0.7.0 branch and updated gluonts?

`pip install diffusers` perhaps i forgot to add it to the `setup.py`

I think the issue is the diffusion models i am currently using, namely diffusers vs originally i had my own denoising diffusion implementation. I can try to revert the changes...

@hanlaoshi i copied over my traffic notebook here https://github.com/zalandoresearch/pytorch-ts/blob/version-0.7.0/examples/Traffic.ipynb but it needs to be fixed for the new API where there is no need to explicitly set the size of...

i believe the beta start and end values in the image setting are due to the pixel variance in natural images... so in the time series setting it might be...

sorry folks i have been sick lately, but these issues are due to the gluonts API changing and thus one can go back to an older version of gluonts or...

yes i am in the process of updating the models to the new API in the 0.7.0 branch....

ah ok then what does the `with torch.no_grad():` do?

@BlinkDL happy to close this PR or should i remove the `torch.no_grad()`?