evolveai 0.2.1

Python bindings for Evolve — passive A/B evolution for AI coding assistants

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.