Convergence Python Packages

crdt-merge

Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.

agent-convergence-scorer

CLI and Python library for lexical stability checks on repeated short agent outputs: pairwise exact agreement, token overlap, divergence point, and an order-independent score. Zero runtime dependencies.

false-feet-algorithm

False Feet Algorithm: Multi-branch hypothesis evaluation with inverse resource allocation. Solves complex problems through adaptive reasoning—includes mystery solver demo + generic framework for any domain.

backtest2live

Check a backtest against what live execution would do. Convergence and fill-gap checks, run locally on your own files and public data. Python CLI (bt2live) + Claude Code plugin.

geometrics

Regional growth, convergence, and inequality analysis on the PySAL stack

helix-tel

Zero-exchange cryptographic key derivation from constitutional AI behavior. Two nodes independently derive an identical encryption key through deterministic convergence — no key transmitted, negotiated, or pre-shared.