ex_fairness

# Changelog

All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## [Unreleased]

### Added
- Initial project structure
- Core module architecture
- Comprehensive documentation
  - Architecture documentation
  - Fairness metrics specifications
  - Bias detection and mitigation algorithms
  - Implementation roadmap
- README with extensive usage examples
- MIT License
- Project metadata for Hex publishing

### Documentation
- Detailed API design for fairness metrics
- Algorithm specifications for bias detection
- Mitigation technique documentation
- Module structure and organization

## [0.1.0] - TBD

### Planned
- Core fairness metrics implementation
  - Demographic Parity
  - Equalized Odds
  - Equal Opportunity
  - Predictive Parity
- Basic testing infrastructure
- Initial Hex release

---

[Unreleased]: https://github.com/North-Shore-AI/ExFairness/compare/v0.1.0...HEAD
[0.1.0]: https://github.com/North-Shore-AI/ExFairness/releases/tag/v0.1.0