evolutionary-algorithms

🧬 Training the car to do self-parking using a genetic algorithm

Evolutionary algorithms library for the web 🧬

Multiprocessing genetic algorithm implementation library

Multiprocessing genetic algorithm implementation library extension

Solving Block Sudoku puzzle by Genetic Algorithm (Machine Learning)

Evolve LLM prompts with a genetic algorithm: score candidates on your test set across real models, breed the winners, keep the champion that survives a holdout. CLI + Electron desktop app.

Open-source agent infrastructure with evolving Martian genomes. Three governance agents. Martians mutate and compete on fitness.

This project is an interactive demo of the generative graph unfolding cellular automata (GUCA), visualizing morphogenesis. The "gene" of the growing graph is a program of primitive operations, selected either manually or by a genetic algorithm (evolution). Users can select the "gene" and manipulate the "living" graph during simulations.

A Genome generation library, for all your genetic algorithmic needs.

A design-taste engine for AI coding agents. Breeds frontend UI variants from one brief and converges on the best through a fitness-gated beam search, inside your real codebase ▎ and design system.

Evolutionary based training implementation for intelligent checkers

Graphic interface for testing genetics.js framework in the client using React

Simplistic evolutionary ecosystem demo 🐟 🐢 🐒

🧬 Flappy Bird neural network evolution demo.

🚀 Simplify AI management with EVOX, an agent orchestration system that enhances the continuity and efficiency of your engineering team.

A TypeScript library for particle swarm optimization (PSO).

Browser-based Darwinian artificial-life sim with no fitness function, emergent predator-prey dynamics and bit-for-bit deterministic replay. TypeScript + Web Workers.

🔬 A powerful evolutionary and genetic algorithm library written in JavaScript (!!unreleased!!)

Evolutionary simulation that models a population of small creatures called "Fluffles" in a dynamic ecosystem

A dynamic garden simulation where flowers evolve under the pressure of insects and birds. Watch a Darwinian battlefield unfold as flowers, insects, and birds interact in a delicate ecosystem, with visual traits driven by NEAT algorithm.