Skip to content

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

Merged
huangyz0918 merged 1 commit into
mainfrom
feat/tune-mle-performance
Oct 12, 2024
Merged

huangyz0918 merged 1 commit into
mainfrom
feat/tune-mle-performance

Conversation

@huangyz0918

Copy link
Copy Markdown
Member

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

Copy link
Copy Markdown
Collaborator

thanks! the precise mode is very important for kaggle workflow!

@huangyz0918
huangyz0918 merged commit 18054dc into main Oct 12, 2024
@huangyz0918
huangyz0918 deleted the feat/tune-mle-performance branch October 12, 2024 01:43
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

enhancement New feature or request lgtm This PR has been approved by a maintainer size:M This PR changes 30-99 lines, ignoring generated files.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants