# Competition Rules

**1. Notebook Submissions Only:** Participants are required to submit their solutions through Kaggle Notebooks. Submissions from local files or external sources are not allowed. This ensures a consistent environment for all competitors.

**2. No Internet Access:** Internet access is disabled in the competition notebooks to maintain a fair and controlled environment. Participants must rely solely on the provided dataset.

**3. No Data Augmentation or External Data:** The use of data augmentation techniques or any additional external data is strictly prohibited. You must only use the dataset provided by the competition organizers.

**4. One Account per Participant:** Each participant is allowed to compete using a single Kaggle account. Creating multiple accounts for the purpose of gaining an unfair advantage is strictly forbidden.

**5. Private Sharing:** Private sharing of code or data outside of public Kaggle Kernels is prohibited. Collaborations should be conducted transparently and within the rules of Kaggle.

**6. Submission Limits:** Participants are allowed a specific number of submissions per day (e.g., 25 submissions). The best submission of the day will count towards your final score.

**7. Respect the Code of Conduct:** All participants are expected to maintain a high standard of behavior, respect fellow competitors, and adhere to the Kaggle Community Guidelines.