Skip to content

CONTRIBUTING.md

Latest commit

 

History

History
196 lines (141 loc) · 4.01 KB

CONTRIBUTING.md

File metadata and controls

196 lines (141 loc) · 4.01 KB
Raw

Contributing to Regime-Based Multi-Asset Allocation Strategy

Thank you for your interest in contributing to this project! This document provides guidelines for contributing.

How to Contribute

Reporting Issues

If you find a bug or have a suggestion for improvement:

  1. Check if the issue already exists in the Issues section
  2. If not, create a new issue with:
    • Clear, descriptive title
    • Detailed description of the problem or suggestion
    • Steps to reproduce (for bugs)
    • Expected vs actual behavior
    • Your environment (Python version, OS, etc.)

Submitting Changes

Fork and Branch

  1. Fork the repository
  2. Create a new branch from main: 
    git checkout -b feature/your-feature-name
    or 
    git checkout -b fix/your-bug-fix

Make Your Changes

  1. Write clean, readable code
  2. Follow PEP 8 style guidelines
  3. Add docstrings to all functions and classes
  4. Include comments for complex logic
  5. Update documentation if needed

Code Style

def function_name(param1, param2):
    """
    Brief description of function.
    
    Parameters
    ----------
    param1 : type
        Description of param1
    param2 : type
        Description of param2
        
    Returns
    -------
    return_type
        Description of return value
    """
    # Implementation
    pass

Testing

  • Test your changes thoroughly
  • Ensure all existing functionality still works
  • Add unit tests for new features (if applicable)

Commit Messages

Write clear, concise commit messages:

Add feature: brief description

More detailed explanation of what changed and why.
Include any relevant issue numbers.

Fixes #123

Pull Request

  1. Push your branch to your fork:

    git push origin feature/your-feature-name

  2. Open a Pull Request with:

    • Clear title describing the change
    • Detailed description of what was changed and why
    • Reference to any related issues
    • Screenshots (if applicable)

  3. Wait for review and address any feedback

Development Setup

Clone Your Fork

git clone https://github.com/YOUR-USERNAME/regime-allocation-strategy.git
cd regime-allocation-strategy

Create Virtual Environment

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

Install Dependencies

pip install -r requirements.txt

Run the Code

python regime_allocation_strategy.py

Areas for Contribution

We welcome contributions in the following areas:

Code Enhancements

  • Performance optimizations
  • Additional regime identification methods
  • Alternative allocation algorithms
  • Transaction cost modeling
  • Risk management features

Documentation

  • Code comments and docstrings
  • README improvements
  • Tutorial notebooks
  • API documentation

Testing

  • Unit tests
  • Integration tests
  • Performance benchmarks

Visualizations

  • Additional charts and plots
  • Interactive dashboards
  • Performance analytics

Research

  • Alternative regime definitions
  • Multi-factor models
  • Backtesting improvements
  • Statistical analysis

Code Review Process

  1. Maintainers will review your PR
  2. Feedback may be provided for improvements
  3. Once approved, your PR will be merged
  4. You'll be added to the contributors list!

Code of Conduct

Our Standards

  • Be respectful and inclusive
  • Welcome newcomers and help them learn
  • Focus on constructive feedback
  • Accept responsibility for mistakes

Unacceptable Behavior

  • Harassment or discriminatory language
  • Trolling or insulting comments
  • Publishing others' private information
  • Other unprofessional conduct

Questions?

If you have questions about contributing:

  • Open an issue with the question label
  • Check existing discussions
  • Review the documentation

License

By contributing, you agree that your contributions will be licensed under the MIT License.

Thank you for contributing to making this project better!