v0.2.0 — PyPI release
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PyPI release (fairswarm 0.2.0), uploaded 2026-02-27.
Whats new since v0.1.2
- Authorship, license, and packaging cleanup for PyPI
- DigitalTwin module renamed and stabilized
- Theorem-condition pre-flight warnings on
FairSwarm.optimize()(T_min,λ=0andc₃=0guard) - Experiment scripts, baselines, and reproducible configs added
- Reference bibliography aligned with the IEEE TCE submission
Install
pip install fairswarm==0.2.0Reference
T. Norwood, D. Das, P. Chatterjee, E. Bentley, and U. Ghosh, "FairSwarm: Trustworthy Coalition Selection for Fair and Secure Federated Intelligence," IEEE Trans. Consum. Electron., 2026 (Submitted).
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