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gpbiometricspy 0.1.6

Stable release 0.1.6 was published on 2026-09-11.

The release preserves the completed 406/406 implemented, 0 pending R semantic-parity contract and freezes the stable scientific/application surface before subsequent 0.1.7 development.

Frozen source and artifacts

  • Annotated tag: v0.1.6
  • Annotated tag object: ade3eb76f4607dfef706d8d9064135ccdec2e85c
  • Frozen source commit: a3ad2d82447011284da8ea97d35bb7aea2ee8206
  • Canonical release workflow: 34657425240
  • Wheel: gpbiometricspy-0.1.6-py3-none-any.whl
  • Wheel SHA-256: 087645e8fccd0885c0cd99fe1e0362f2d234f68f975b148cc9b8c64a2b8e2970
  • Source distribution: gpbiometricspy-0.1.6.tar.gz
  • Source distribution SHA-256: c57ec464bbbb4b9444646e26e2abd02ff20e0a00e2b1ab8385bdf867eaa2eb25

The GitHub Release assets were verified byte-for-byte against the canonical release artifacts before publication.

Release qualification

Stable 0.1.6 freezes:

  • 641 core tests;
  • 10,456/10,456 package statements = 100.00%;
  • 5,629/5,648 raw branches = 99.6636%;
  • 19 audited structural branch arcs;
  • 0 unexpected, 0 stale and 0 unaudited branch debt;
  • Python 3.11–3.14 support;
  • the complete 406/406 scientific export surface;
  • the stable Studio application and its release-readiness evidence.

Raw branch coverage remains 99.6636%. Structural-debt accounting is reported separately and does not redefine raw coverage as 100%.

Public PyPI publication

Protected Trusted Publishing completed successfully in workflow run 34679563693. Both distributions were accepted by PyPI, and the public package was independently re-downloaded from the public index and checked against the canonical SHA-256 hashes before clean-environment consumer smoke tests.

Install the stable scientific package:

python -m pip install "gpbiometricspy==0.1.6"

Install Studio:

python -m pip install "gpbiometricspy[studio]==0.1.6"

Citation and archival status

The software concept DOI is 10.5281/zenodo.22150872.

A distinct 0.1.6 Zenodo version DOI remains intentionally unset until independently verified after Zenodo ingestion. No DOI is inferred or fabricated from earlier record numbers. The previous stable version DOI is 10.5281/zenodo.22672823 for 0.1.5, and the frozen R semantic-reference DOI is 10.5281/zenodo.21434608.

Recommended release citation while the 0.1.6 version DOI is pending:

Balaskas, S. (2026). gpbiometricspy: Python tools for Gazepoint biometric workflows (Version 0.1.6) [Computer software]. GitHub. https://github.com/stefanosbalaskas/gpbiometricspy/releases/tag/v0.1.6

Development after 0.1.6

Subsequent repository development moved to the 0.1.7 line. Post-release methods such as hierarchical location–scale modelling are development-line additions and do not retroactively modify the frozen 0.1.6 artifacts or its release evidence.