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CONTRIBUTING.md

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Contributing to 522 Wine Quality Classification

Thank you for your interest in contributing to the 522 Wine Quality Classification Project! Our project uses machine learning to build a classification model that predicts wine quality based on chemical properties. We welcome contributions to improve our code, documentation, and model performance.

How You Can Contribute

Reporting Issues

If you encounter a bug or have a suggestion:

  1. Check the existing issues to ensure it hasn’t been reported.
  2. Open a new issue and include:
    • A descriptive title.
    • Steps to reproduce the problem (if applicable).
    • Environment details (e.g., OS, Python version).
    • Suggestions for improvement (if relevant).

Making Contributions

  1. Fork the repository
  2. Create a branch for your changes 
    git checkout -b feature/your-feature-name
  3. Make your changes
  4. Write tests for new features
  5. Ensure all tests pass
  6. Create a Pull Request (PR)

Contribution Guidelines

  • Follow PEP 8 style guidelines
  • Write clear, commented code
  • Include docstrings
  • Maintain high test coverage

Questions?

  • Check documentation
  • Open an issue
  • Ask for clarification in your PR

Thank you for contributing!