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How to add new data to the pretrained Structural Time Series model in Tensorflow #1787

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aktaseren opened this issue Feb 9, 2024 · 0 comments

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@aktaseren
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Hi everyone, I have a time-series based ML pipeline. The algorithm used in it is Structural Time Series(STS) from Tensorflow here. We retrain it every day from start data to end data. (Around 2 years data) Rather than doing that workload everyday, is there any way to add only new data into the latest STS model trained from the previous day? I appreciate any comment.

@aktaseren aktaseren changed the title How to add new data to the pretrained STS model in Tensorflow How to add new data to the pretrained Structural Time Series model in Tensorflow Feb 9, 2024
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