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example: add time-series models with statsmodels and river library #1

Description

@jsamantaucd

Feature request
I have implemented and tested two examples that trains a time series model such as ARIMA or River ML model 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

This was already requested as a feature in:
bentoml/BentoML#4979
bentoml/BentoML#4896

And as suggested I have created two standalone repositories for the above two examples:
https://github.com/jsamantaucd/BentoStatsmodel
https://github.com/jsamantaucd/BentoRiverModel

Please kindly review and link it in the README.

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