Nixtla / neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.
https://nixtlaverse.nixtla.io/neuralforecast
Apache License 2.0
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Add a way for autoregressive forecasts #1205

Open j-adamczyk opened 1 week ago

j-adamczyk commented 1 week ago

Description

Follow-up to https://github.com/Nixtla/neuralforecast/issues/1193. Models generally have a limited forecasting horizon, and using longer horizons requires autoregressive forecasts. Currently, this has to be implemented manually by the user. Automating this would be really convenient. This could be either a separate function, or extension to .predict() method.

Use case

Any long-horizon forecast.