Visualization Tools¶
Comprehensive visualization tools for analyzing embeddings, model performance, and biological patterns in the PhenoCLR framework. This guide covers static plots, interactive visualizations, and specialized tools for multispectral and hyperspectral data.
Overview¶
Effective visualization is crucial for understanding model behavior, embedding quality, and biological relationships. PhenoCLR provides tools for creating publication-ready figures and interactive exploratory visualizations.
Core Visualization Functions¶
Scripts are provided in the visualisations directory.
Next Steps¶
- Statistical Metrics: Quantitative analysis methods
- Examples: Practical visualization examples
- Embedding Analysis: Advanced embedding analysis techniques