NEWS

---

survalis 0.7.1 (2026-04-23)

• Revised DESCRIPTION to include CRAN-compliant, family-level methodological references using validated DOI/URL anchors and representative (non-exhaustive) wording.
• Reworked examples across evaluation, benchmarking, interpretation, and meta-learner topics to remove commented code and provide executable minimal examples.
• Replaced unnecessary \\dontrun{} wrappers with \\donttest{} for executable-but-longer workflows and kept fast examples unwrapped where feasible.
• Fixed documentation/example mismatches (including variable-importance examples) and regenerated Rd files with devtools::document().
• Verified package checks including run_dont_test = TRUE for CRAN resubmission readiness.

survalis 0.7.0

• First CRAN submission candidate.
• Added a cumulative/dynamic time-dependent AUC metric to the evaluation layer.
• Added plot_counterfactual() for visualizing counterfactual recommendations.
• Added plot_survmat() for plotting predicted survival curves, including grouped summaries.
• Hardened documentation and examples for CRAN checks.
• Updated dependency declarations so exported learners and CV/tuning helpers work after installation.
• Added clearer runtime checks for survdnn when the LibTorch runtime is missing.