4 ms·

On a related note, Amazon also had a model for time series forecasting called Chronos. https://github.com/amazon-science/chronos-forecasting https://github.com

• toasted-subs 2y ago
  Something I've had issues with time series has been having to use relatively custom models. It's difficult to use off the shelf tools when starting with math models.
• claytonjy 2y ago
  And like all deep learning forecasting models thus far, it makes for a nice paper but is not worth anyone using for a real problem. Much slower than the classical methods it fails to beat.
  • p1esk 2y ago
    That’s what people said about CV models in 2011.
    • claytonjy 2y ago
      That's fair, but they stopped saying it about CV models in 2012. We've been saying this about foundational forecasting models since...2019 at least, probably earlier. But it is a harder problem!
• belter 2y ago
  They also have Amazon Forecast with different algos - https://aws.amazon.com/forecast/ https://aws.amazon.com/forecast/