v0.3.1

What's Changed

• Fix Rd markup errors in borg_conformal and borg_debias
• Fix non-ASCII characters in borg_explain.R
• Fix borg_rset() example
• Bump R dependency to >= 4.1.0
• Add AOA, conformal prediction, spatial thinning, drift detection, SHAP, and more
• Add ggplot2 autoplot() methods and sf/terra spatial input support
• Unified API with harmonized parameters

CRAN: https://cran.r-project.org/package=BORG (pending acceptance)

v0.2.3 - Native R Integration

Native R Integration

This release replaces custom functions with standard R S3 methods for a more idiomatic interface.

S3 methods for plotting

• plot(BorgRisk): Visualize risk assessment results
• plot(borg_result): Visualize CV fold splits
• plot(borg_comparison): Compare random vs blocked CV results

S3 methods for summaries

• summary(BorgDiagnosis): Generate methods section text for publications
• summary(BorgRisk): Summarize detected risks
• summary(borg_result): Generate methods text from borg() output
• summary(borg_comparison): Detailed comparison summary

Dedicated export functions

• borg_certificate(): Create structured validation certificate
• borg_export(): Write certificate to YAML/JSON file

Removed

• borg_plot() - use plot() instead
• borg_report() - use summary(), borg_certificate(), or borg_export()
• Legacy plot functions (plot_split, plot_risk, etc.)
• Legacy report functions (borg_methods_text)