mheatmap

A Python package for advanced heatmap visualization and matrix analysis, featuring mosaic/proportional heatmaps, confusion matrix post-processing, and spectral reordering capabilities.

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📋 Table of Contents

1. 🚀 Features
2. 📦 Installation
   • Install from PyPI
   • Install from Source
3. 📘 Documentation
4. 📚 Examples
5. 🛠 Contributing
6. 📝 License

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🚀 Features

• Mosaic Heatmap
  Visualize matrix values with proportionally-sized cells.
  

• Automatic Model Calibration (AMC)
  Align, Mask, and Confusion—an algorithm for post-processing confusion matrices.

• Spectral Reordering
  Reorder matrices based on spectral analysis.

• RMS (Reverse Merge/Split) Analysis
  Perform advanced permutation analysis to explore matrix structures.
  

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📦 Installation

Install from PyPI

pip install mheatmap

Install from source

git clone https://github.com/qqgjyx/mheatmap.git
cd mheatmap
pip install .

📘 Documentation

Comprehensive documentation is available here.

📚 Examples

See Examples for more detailed examples.

🛠 Contributing

We welcome contributions to improve mheatmap! Please follow these steps:

1. Fork the repository
2. Create a new branch (feature-branch)
3. Commit your changes
4. Open a pull request

📝 License

This project is licensed under the MIT License. See the LICENSE file for details.