Sika-Zheng-Lab/Shiba: v0.8.2

[v0.8.2] - 2026-02-23

Fixed

• Fixed an issue in PCA analysis where NaN values could appear after z-score normalization when features have zero variance. This was particularly common when KNN imputation was used for PSI matrices with limited valid values.
• Fixed compatibility with styleframe==4.2 for Excel output generation (#84).

Added

• Added comprehensive unit tests (176 tests) covering core library functions, PSI calculations, event detection, PCA, plotting, and configuration validation.
• Added GitHub Actions workflow for automated testing with code coverage reporting via Codecov.
• Added workflow_dispatch-based version bump workflow to replace manual VERSION file editing.

Changed

• Python entry points (shiba.py, scshiba.py) and Snakemake workflows now read version dynamically from the VERSION file instead of hardcoding it.
• Modernized GitHub Actions workflows: updated to latest action versions and replaced deprecated ::set-output syntax.