Python bindings for Evolve — passive A/B evolution for AI coding assistants
Project description
evolveai (Python bindings)
PyO3 + maturin bindings for the Evolve math engine.
Build
Requires Python 3.10+ and maturin:
pip install maturin
cd bindings/python
maturin develop # builds + installs into active virtualenv
maturin build # builds a wheel in target/wheels/
Usage
from evolveai import py_aggregate, py_promotion_decision
score = py_aggregate([("explicit", 1.0), ("implicit", 0.0)])
outcome, posterior, sessions_each = py_promotion_decision(
champion=[0.0] * 15 + [1.0] * 5,
challenger=[1.0] * 18 + [0.0] * 2,
seed=42,
)
Release
Wheels for Linux / macOS / Windows × CPython 3.10/3.11/3.12 are built in CI
(see Phase 15 release workflow). Published to PyPI as evolveai.
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