Mais example is not working

petrobras / 3W

Promotes development of ML algorithms for early detection and classification of undesirable events in offshore oil wells.

Apache License 2.0

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Mais example is not working #117

Open ramdhan1989 opened 2 months ago

ramdhan1989 commented 2 months ago

Hi, I am interested to use this dataset. my plan is to get same data processing and split so I could get apple to apple comparison with previous work. However, I couldn't run train_lgbm in mais folder with error below: ImportError: cannot import name 'prepare_data' from 'tune_lgbm' (\3W-main\3W-main\toolkit\mais\training\multiclass\tune_lgbm.py)

Please advice

ricardoevvargas commented 2 months ago

Hi, @ramdhan1989. Thanks for opening this issue.

It's good to know that you're interested in comparing apples with apples. One of the guidelines of the 3W Toolkit is precisely to enable this.

MAIS is not yet functional with 3W Dataset 2.0.0. We are working to update the 3W Toolkit as a whole and MAIS. Everyone in the 3W community can contribute.

In the meantime, you and others can use MAIS with previous versions of 3W Dataset.

ramdhan1989 commented 2 months ago

thank you