pre-releasing v1.1.0

Cerium Delta v1.1.0 Preview

v1.1.0 expands Cerium Delta's static visualization with up to 25 graphical analyses for exploring relationships between LCS, Sensitivity, Evolution, and improvement.

• Analyze individual or combined metrics and their relationships.
• Automatically warn and truncate plotting ranges when parameters exceed 1M.
• Use Matplotlib/Seaborn for neurons up to 1M parameters.
• Use Datashader for large-scale neurons of 10M+ parameters.
• Give users control over the visualization backend and plotting range.

The goal is a more scalable and analytical visualization system for understanding neural-network vitality.

Full Changelog: v1.0.0...v1.1.0

cerium-delta v1.0.0

v1.0.0 — Initial Release

What's Included

• Initial sensitivity score analysis
• Layer-wise weight and bias analysis
• LCS and sensitivity metrics
• Support for processing raw weight and bias values
• Sensitivity score computation and aggregation
• Structured output for further analysis

Not Included

• Visualization and plotting module

Full Changelog: v1.0.0...v1.0.0