Cuong Duong

Heya @WardBrian I've revived this PR and had a go at integrating the `numpyro` backend. The main changes are a new module `numpyro_model.py` and a new class in `models.py`. Could...

Just an update on this: * I did further checks on the numpyro model's predictions and uncertainty widths * It produces roughly the same results as the cmdstanpy backend for...

Closing, happy to reconsider if someone is keen to tackle the issues mentioned above.

Huge thanks to @arkid15r who handled all of this :)

Yep I think it'd be a good task still. Pulling out the logic into private methods to calculate the data for the trend plot, seasonality plots, and extra regressor plots...

Thanks for reporting, my initial guess is that there's an issue with cmdstanpy creating temp files (to hold optimisation results) and then not cleaning them up, which fails for really...

Thanks for noticing this! It makes sense that we'd want predictions for missing `y` dates in the history. More than happy to review a PR if you have time to...

It seems like the tests are failing. Could you take a look and see if it's related to your change? Thanks!

Thanks, could you please update the description with what scenarios this would solve and the before/after? Or do you mainly just want to get rid of the `inplace` operation? I...

Thanks for reporting! What OS are you running?