Cma Es Python Packages

cmaes

Python library for CMA Evolution Strategy.

genoxide

Optimization for Rust and Python: genetic algorithms, CMA-ES, differential evolution, multi-objective, L-BFGS-B, Adam, MMA and more. The same results on every platform.

ribs

A bare-bones Python library for quality diversity optimization.

fhe-oracle

FHE Oracle — adversarial precision testing for Fully Homomorphic Encryption. Open-source edition (AGPL-3.0).

seamaze

Classical, Limited-Memory, and Dynamical Low-Rank CMA-ES Variants for Efficient Black-Box Optimization

fugusashi

Fugusashi — Federated Learning of LLM Routing with Human-Interpretable Decisions. Open-source alternative to Sakana AI Fugu.

fast-cmaes

SIMD-accelerated CMA-ES optimization in Rust with Python bindings (PyPI: fast-cmaes), rayon parallelism, deterministic seeds, and a Rich TUI

pyrade

PyRADE is a production-ready optimization library implementing Differential Evolution (DE), a powerful evolutionary algorithm for global optimization. Unlike traditional implementations that sacrifice code quality for performance, PyRADE proves you can have both through intelligent design.

crfmnes

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

pyribs

A bare-bones Python library for quality diversity optimization.