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Any way to serialize or rehydrate without retraining? #15

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jtlapp opened this issue Apr 16, 2022 · 0 comments
Open

Any way to serialize or rehydrate without retraining? #15

jtlapp opened this issue Apr 16, 2022 · 0 comments

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@jtlapp
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jtlapp commented Apr 16, 2022

I need to be able to do the following:

  1. Train on one computer and upload the model for prediction on a server.
  2. Repeatedly apply a model to different circumstances.

I think I could solve both problems if there were a way to serialize and deserialize ARIMA instances.

I experimented with serializing ARIMA instances via JSON.stringify and deserializing them into stub ARIMA instances, but the resulting predictions are wildly different, so that didn't work.

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