A package for advanced heatmap visualization and matrix analysis
Project description
mheatmap
A Python package for advanced heatmap visualization and matrix analysis, featuring mosaic heatmaps, confusion matrix post-processing, and spectral reordering capabilities.
Features
- Mosaic Heatmap: A novel visualization that represents matrix values with proportionally-sized cells
- Automatic Model Calibration (AMC): Post-processing algorithm for confusion matrices
- Spectral Reordering: Matrix reordering based on spectral analysis
- RMS (Reverse Merge/Split) Analysis: Advanced permutation analysis for matrix structure
- GridSpec Helpers: Utilities for creating complex visualization layouts
Installation
pip install mheatmap
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