xaiHydro 0.1.0 — CRAN
submission (2026-09-09)
Authors
- Sadikul Islam [aut, cre] — ICAR-IISWC Dehradun;
sadikul.islamiasri@gmail.com
- Shakir Ali [aut] — ICAR-IISWC Dehradun
- Rajesh Kaushal [aut] — ICAR-IISWC Dehradun
Changes in this release
Authors updated
- Added Shakir Ali as co-author (
aut) in DESCRIPTION, all
R file headers, xaiHydro-package.R, .onAttach() message, and
README.md.
- All three authors now listed throughout the package.
Forbidden files removed
(CRAN compliance)
- Deleted
LICENSE, LICENSE.md (GPL-3 needs
no external file).
- Deleted
.Rhistory, .Rproj.user/ (RStudio
user files must not be shipped).
- No GitHub URLs in DESCRIPTION or README.
Book chapter citation
updated
- Description field and package-level documentation now reference the
full five-author book chapter: Islam, Dheeraj, Ali, Kaushal &
Venkatesh (2026), Springer Hydro-Climate Analytics volume.
New reference added
- Zounemat-Kermani & Kheimi (2026) systematic review (180 studies,
9 domains, Water Resources Management) added to xaiHydro-package.R @references.
Bug fixes carried
forward from development
- hydro_importance(): loss_function default changed from character
“rmse” to DALEX::loss_root_mean_square (DALEX >= 2.4 API
change).
- hydro_residuals(): recomputes predictions directly from
explainer\(y and
explainer\)predict_function to avoid DALEX version-dependent
column names.
- hydro_lime(): .lime_r2() helper safely extracts R-squared across iml
versions (0.10 and 0.11+) returning NA_real_ when unavailable.
- plot_breakdown_hydro(): make.unique() prevents duplicate factor
level error.
- .Rbuildignore updated to exclude .Rhistory and .Rproj.user.