evolutionary-optimization 开源项目推荐（18 个）

nathanrooy /evolving-simple-organisms

Evolving simple organisms using a genetic algorithm and deep learning from scratch with python

aimclub /GOLEM

Graph Optimiser for Learning and Evolution of Models

smkalami /nsga2-in-python

Implementation of NSGA-II in Python

Yxxx616 /PlatMetaX

Meta-black-box Optimization Platform

zaman13 /Particle-Swarm-Optimization-Fortran-95

A Fortran 95 code for Particle Swarm Optimization. The code is general. The fitness function is defined in a separate file and can be replaced by any user defined fitness function.

prakashkagitha /evolving-agent-harnesses

Evolving agent harnesses: a research program on how far N orchestrated calls of a small model can rival a frontier model. We evolve the harness (structure + prompts) with reflective optimizers + a verified-acceptance gate.

ai-chem /GEMCODE

[NeurIPS 2024] Official impl. of "Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability". An automated screening pipeline leveraging hybridization of generative AI and evolutionary optimization for pharmaceutical co-crystal design.

UHasselt-DigitalFutureLab /Diverse

ICLR 2026 | Efficient Rashomon set exploration in deep neural networks using FiLM and CMA-ES, without retraining or gradient access.

mloncode /evop

Optimization using Evolutionary Operators

pt2710 /TruthLens

TruthLens is a multimodal browser plugin that detects misleading thumbnails, clickbait titles, and low-trust video patterns, then explains, filters, and helps report suspicious content using probabilistic scoring, user feedback, and adaptive AI.

tvlearn /tvo

A PyTorch package for Truncated Variational Optimization.

RNBBarrett /AutoEvolve

General-purpose evolutionary optimization framework using LLMs as intelligent mutation operators. Evolve code, prompts, and text with beam search, archives, and swarm strategies.

MateoTTR /revolver

MLOps CLI for LLM-guided evolutionary optimization on a pluggable backend (OpenEvolve, ShinkaEvolve): versioned problems and datasets, LLM registry, reproducible runs, benchmarks

vincap /TheoTF

Evolutionary hyperparameter optimization tool for neural networks built with Tensorflow.

maddoxsj /maddoxsj

Misc Projects

Devanik21 /GENEVO-GENetic-EVolutionary-Organoid-Benchmarks

This application will allow: to Upload your experiment results. Select any of the top-performing architectures from the final population. Run the selected architecture through a series of simulated "real-world" benchmark tasks. View a detailed performance report and a final "AGI Scorecard" for the chosen architecture.

bernardopala /jMetalator

jMetalator - Simulator for multi-objective evolutionary optimization based on modified jMetal 5.5

patpatera /imperialist-competitive-algorithm

Implementation of Imperialist Competitive Algorithm