SureStop 0.2.0

certified-pruner is now SureStop.

• Install: pip install surestop (was certified-pruner).
• Import: from surestop import KillRule (was certified_pruner).
• The Optuna class CertifiedPruner is now ConformalPruner.
• KillRule and the rule itself are unchanged, and reproduce/reproduce_cc03c.py still reproduces CC-03c exactly.

certified-pruner 0.1.1 on PyPI installs surestop and warns on import.

certified-pruner 0.1.0

First release. KillRule (numpy/scipy) and an Optuna CertifiedPruner: stop bad training runs early with a conformal bound on how often you stop one that would have ended well. Ships the 400 LoRA curves from the pre-registered CC-03c pool, both splits, and a script that reproduces the recorded numbers exactly. On PyPI as certified-pruner.