[P] It's settled: AutoArima is a lot(!) faster and more accurate than FB-Prophet. Now you can replace it with just two lines of code without making changes to your pipeline

Web: https://www.reddit.com/r/MachineLearning/comments/um4kv0/p_its_settled_autoarima_is_a_lot_faster_and_more/

We benchmarked on more than 100K series and show that you can improve MAPE  forecast accuracy by 17% with 37x less computational time using Nixtlas StatsForecast. That's the difference between paying $10 or $296 on AWS.

It’s time to overcome the false prophets.

Check Nixtla's FB-Prophet adapter: [https://github.com/Nixtla/statsforecast/tree/main/experiments/arima\_prophet\_adapter](https://github.com/Nixtla/statsforecast/tree/main/experiments/arima_prophet_adapter)

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https://preview.redd.it/fs3zqm4pcjy81.png?width=1280&format=png&auto=webp&s=326c82f04fae7df8934a434ba03fd5e683eadb99

[The two lines you need](https://preview.redd.it/1yjlasmqcjy81.png?width=1280&format=png&auto=webp&s=739df04816a6f8e431eb88131d15a64a7869907b)

code machinelearning making pipeline prophet