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example: add time-series models with statsmodels #4979

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@jsamantaucd jsamantaucd commented Sep 18, 2024

Feature request
I have implemented and tested a feature that trains a time series model - ARIMA and serves it using BentoML's custom runner to make predictions.

Motivation
I believe it would be a nice guide to someone exploring time series models with custom runner implementation for models like ARIMA.

Others:
This feature was tested on Bentoml v1.2.16

@jsamantaucd jsamantaucd requested a review from a team as a code owner September 18, 2024 10:50
@jsamantaucd jsamantaucd requested review from frostming and removed request for a team September 18, 2024 10:50
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Hi @xianml, as per your suggestion I have created the same arima model example using bentoml >=1.2, please help to review. Regards!

@jsamantaucd jsamantaucd changed the title Arima custom runner feature: add example for time series models like ARIMA using BentoML Sep 18, 2024
@aarnphm aarnphm changed the title feature: add example for time series models like ARIMA using BentoML example: add time-series models with statsmodels Sep 18, 2024
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