Submissions to this competition must be made through Notebooks. In order for the **"Submit"** button to be active after a commit, the following conditions must be met:

CPU Notebook <= 9 hours run-time
GPU Notebook <= 9 hours run-time

All your work should be fully reproducible by the contest organizers.

Offline pretraining (on external computers) is allowed. Just make sure to document your process so we can reproduce it if you win.

**Language:** The Kaggle notebooks allow you to write code in Python and R but participants can virtually code in any language other than that(if they are that brave). All that matters is the submissions file that the participants have to upload.

Participants are required to submit their solutions in a `submission.csv` file format directly on the Kaggle platform or through a notebook. Ensure that the submission adheres to the specified format and includes all necessary predictions or analyses.

By following these steps meticulously, participants can uncover hidden insights, refine their models, and ultimately, contribute to the advancement of predictive modeling in this domain.