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amazon-science / chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
https://arxiv.org/abs/2403.07815
Apache License 2.0
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Training with past X and Y to Predict Y and Forecasting with X for next 6 months to predict Y #37

Closed suryan24297 closed 5 months ago

suryan24297 commented 6 months ago

Is it possible to train model with past X(Time Period) and Y(Dependent) data to Predict Z and then forecast it with future Y(Dependent data available for next 6 months) to predict Z for those 6 months with X(Time Period) and Y(Dependent Data) data?

abdulfatir commented 6 months ago

@suryan24297 I am not sure I understand. Could you elaborate?

suryan24297 commented 5 months ago

@suryan24297 I am not sure I understand. Could you elaborate?

Bivariate time series forecasting, is it possible to tweak the existing model to work on that ?

abdulfatir commented 5 months ago

The models currently only support univariate time series. See #13.