alphaevolve 开源项目推荐（43 个）

algorithmicsuperintelligence /openevolve

AlphaEvolve 的开源实现

Optima-CityU /LLM4AD_Next

下一代自动算法设计平台，让自动化算法设计更易获取、更易使用

Protocol-zero-0 /evolution-kernel

适用于任意 git 仓库的自我改进代码：给它一个可衡量的目标，编码智能体（Claude Code 或 Aider）提出变更，内核对其进行评分，保留优胜方案并回滚失败方案。开源的 AlphaEvolve / FunSearch 风格进化循环，沙箱化运行，并带有可审计账本。

inter-co /science-codeevolve

CodeEvolve is an open-source evolutionary coding agent for algorithm discovery and optimization.

liugangcode /deepevolve

DeepEvolve is a research and coding agent for new algorithm discovery in different science domains with Deep Research and AlphaEvolve.

QuantaAlpha /EvoControl

Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization

linhaowei1 /SLD

[ICLR26] AI-based scaling law discovery

PromptPotter /prompt-potter-optimizer

LLM-driven evolution of prompts and pipelines. Evolves the prompt and the pipeline's parameters together against your labeled data, cuts losing candidates early, and shows every measurement behind the winner. Open source.

larose /optiverse

A Python library for evolving code and algorithms using Large Language Models (LLMs)

kibrq /k-server-bench

Executable benchmark for AI-driven potential discovery for the k-server conjecture, with evaluators, metric instances, and released experiment workflows.

mechakotik /gitevolve

Evolutionary agent for large codebases, built on top of git

Starscream-11813 /awesome-AI4Math

Companion page for "Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery." A curated four-axis index covering MWPs, LLMs and reasoning models, multimodal geometry, Lean theorem proving, and verified discovery (FunSearch, AlphaEvolve, Erdős problems).

shloksobti /alphafinch

AI evolves trading strategies, then they sit an exam they can't cheat. AlphaEvolve-style search with sealed holdouts and a 7-market world exam.

shawonashraf /alphaevolve

该项目在 GitHub 上没有填写描述

4lptek1n /zero

An open-source AlphaEvolve-style evolutionary algorithm discovery engine. LLM-driven mutation operator inside an island-model evolutionary loop.

carlostoledo1891 /cert-machine

Independent exact certification of machine-generated mathematics — exact arithmetic, no code shared with the claimant, refusal as a verdict.

yash-srivastava19 /cadence

Using LLMs(not RL) to find new solutions for any hard problems.

whyareallnamestakenalready /dream-rsi-dsh

Dream-RSI recursive self-improvement as a DeepSeek Harness plugin: discovery history becomes a replay simulator; candidate exploration policies are dream-evaluated off-policy and redeployed under a no-regression guarantee.

hashkanna /mendel-evolve

Genetics for Algorithm Discovery. Evolve ideas, not programs: every LLM idea becomes a named switch, and knockouts measure what each is worth. New lower bounds at 17 sizes of Tao et al.'s problem 60. Built at the London AI x Science Hackathon 2026.

xs271828 /openevolve-scientist

Codex Skill and platform-neutral research CLI for reproducible, auditable OpenEvolve algorithm discovery with holdouts, ablations, budgets, and novelty audits.