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0.0.7

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@jaydu1 jaydu1 released this 26 May 14:24
· 19 commits to main since this release

[0.0.7] - 2026-05-26

Added

  • Working fdfi.plots visualizations for summary, waterfall, force, dependence, correlation heatmap, confidence interval, and diagnostics views.
  • summary_bar() for sorted global FDFI bars with sanitized standard errors, optional group colors, and a returned sorted table.
  • correlation_heatmap() with Pearson correlations, absolute-correlation hierarchical clustering, reordered feature names, and small-background warnings.
  • Visualization tutorial and documentation examples covering results["phi_X"], results["se_X"], per-sample ueifs_X, conf_int() output, and explainer diagnostics.

Changed

  • Replaced placeholder plot tests with non-interactive Matplotlib Agg tests.
  • Updated visualization documentation to remove stale "coming soon" language.