🎉 Welcome to uniharmony

UniHarmony is a Python library that implements and provides several harmonization methods via an unified API.

Note

This project is under active development.

🙌 Contribution

Contributions are welcome and greatly appreciated. Please read the guidelines to get started.

🪪 License

UniHarmony is released under the AGPL v3 license unless otherwise stated.

📖 Contents

• ▶️ Getting Started
  • 💾 Installation
  • 🪄 Usage
• 🛠️ Utilities
  • Multisite Data Simulation
  • MAREoS Benchmark Datasets
  • ON-Harmony Dataset
  • Datalad Integration
  • Site-Stratified Metrics
• 🧮 Methods
  • 🤺 ComBat-based Harmonization
  • 📈 Interpolation-based Harmonization
  • 🔬 IQM-based Harmonization
• 🎛️ Examples
  • Basic examples
  • Multisite Data
  • ComBat Methods
  • Interpolation Methods
  • Optimal Transport based Domain Adaptation
• 🗺️ API Reference
  • uniharmony
  • uniharmony.datasets
  • uniharmony.metrics
  • uniharmony.combat
  • uniharmony.interpolation
  • uniharmony.ot
• 📂 CHANGELOG
  • 0.0.3 - 2026-05-08
  • 0.0.2 - 2026-04-16
  • 0.0.1 - 2026-03-26
  • 0.0.0 - 2026-01-15