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tensorflow / probability

Probabilistic reasoning and statistical analysis in TensorFlow

Home Page:https://www.tensorflow.org/probability/

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

aktaseren opened this issue · comments

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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.