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[timeseries] Update high_quality presets #3120

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merged 2 commits into from
Apr 9, 2023

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shchur
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@shchur shchur commented Apr 7, 2023

Description of changes:

  • Several minor optimizations done to speed up the training time of high_quality presets
    • Remove XGBoost model from AutoGluonTabular model
    • Remove HPO for Theta
    • Cap maximum time series length for ARIMA

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@shchur shchur requested a review from Innixma April 7, 2023 16:04
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LGTM!

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github-actions bot commented Apr 8, 2023

Job PR-3120-a10fdde is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-3120/a10fdde/index.html

@shchur shchur merged commit 22319b3 into autogluon:master Apr 9, 2023
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@shchur shchur deleted the update-hq-presets branch April 9, 2023 09:29
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2 participants