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survalis 0.7.1

• 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.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.