Skip to content

MLReproMutate v0.1.0

Choose a tag to compare

@ilyuka ilyuka released this 27 Aug 10:31
· 35 commits to main since this release

First public research-software release of MLReproMutate.

MLReproMutate provides mutation testing for reproducibility-relevant
safeguards in machine-learning research software.

This release includes:

  • random-seed mutation;
  • dependency-pin mutation with resolved-version semantic verification;
  • data-split stratification mutation;
  • cross-validation fold-count mutation;
  • baseline-first mutation evaluation;
  • machine-readable mutation reports;
  • empirical-study accounting and provenance artifacts.

The empirical corpus and primary study outcomes are frozen and are not
modified by this software release.