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[MRG] Update the advisor to support various modes #239

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merged 1 commit into from
Oct 12, 2024

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huangyz0918
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precise mode is more suitable for a task with clear metrics and datasets.

Here is an example of using auto_kaggle to complete a Kaggle competition:

mle kaggle --auto \
--datasets "/Users/huangyz0918/Library/Caches/mle-bench/data/spooky-author-identification/prepared/public/train.csv,/Users/huangyz0918/Library/Caches/mle-bench/data/spooky-author-identification/prepared/public/test.csv" \
--description "/Users/huangyz0918/Library/Caches/mle-bench/data/spooky-author-identification/prepared/public/description.md" \
--submission "/Users/huangyz0918/desktop/test-kaggle3/submission.csv" \
--sub_example "/Users/huangyz0918/Library/Caches/mle-bench/data/spooky-author-identification/prepared/public/sample_submission.csv" \
--comp_id "spooky-author-identification"

FYI @leeeizhang

@dosubot dosubot bot added size:M This PR changes 30-99 lines, ignoring generated files. enhancement New feature or request labels Oct 12, 2024
@dosubot dosubot bot added the lgtm This PR has been approved by a maintainer label Oct 12, 2024
@leeeizhang
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thanks! the precise mode is very important for kaggle workflow!

@huangyz0918 huangyz0918 merged commit 18054dc into main Oct 12, 2024
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@huangyz0918 huangyz0918 deleted the feat/tune-mle-performance branch October 12, 2024 01:43
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