Citation and License

Method

This package is based on:

Domingue BW, Rahal C, Faul J, Freese J, Kanopka K, Rigos A, et al. (2025). “The InterModel Vigorish (IMV) as a flexible and portable approach for quantifying predictive accuracy with binary outcomes.” PLOS ONE, 20(3), e0316491. https://doi.org/10.1371/journal.pone.0316491

When reporting results, cite the method paper and record the package version:

import imvpy

print(imvpy.__version__)

GitHub and compatible reference managers can read the repository's CITATION.cff metadata directly.

Also state which extension was used: vanilla IMV, exact SHAP-IMV, multiclass one-vs-rest/pairwise IMV, or directional ablation IMV. Extensions should not be attributed to the original paper unless that source explicitly implements them.

Repository

Use the repository URL for software provenance:

https://github.com/intermodelvigorish/imvpy

For archival publication, cite a tagged release or immutable commit in addition to the repository landing page.

License

The package is distributed under the GNU General Public License v3.0 only (GPL-3.0-only). See the repository LICENSE file for the full terms.