Amazon Chronos-2 Pipeline #662
Description
We propose adding the Amazon Chronos-2 pipeline into Orion as a pre-trained model. This would introduce a new primitive wrapping Chronos2Pipeline. The primitive will integrate into Orion’s collection of forecasting-based anomaly detection methods. The primitive will support multivariate inputs and univariate outputs for now, with a later PR allowing for multivariate outputs as well.
We would also introduce a new pipeline which uses the primitive as its prediction step. We can use this pipeline to perform anomaly detection and include it in our benchmark suite.