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Projects in Awesome Lists tagged with evolutionary-algorithms

A curated list of projects in awesome lists tagged with evolutionary-algorithms .

https://github.com/rh12503/triangula

Generate high-quality triangulated and polygonal art from images.

art evolutionary-algorithms evolutionary-art generative-art genetic-algorithm go golang gui polygons triangles triangula

Last synced: 14 May 2025

https://github.com/RH12503/triangula

Generate high-quality triangulated and polygonal art from images.

art evolutionary-algorithms evolutionary-art generative-art genetic-algorithm go golang gui polygons triangles triangula

Last synced: 07 May 2025

https://github.com/RH12503/Triangula

Generate high-quality triangulated and polygonal art from images.

art evolutionary-algorithms evolutionary-art generative-art genetic-algorithm go golang gui polygons triangles triangula

Last synced: 03 May 2025

https://github.com/geatpy-dev/geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

de es evolutionary-algorithms ga geatpy high-performance moead nsga parallel-computing rvea

Last synced: 14 May 2025

https://github.com/ahmedfgad/geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 14 May 2025

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 26 Apr 2025

https://github.com/bimk/platemo

Evolutionary multi-objective optimization platform

evolutionary-algorithms matlab multi-objective-optimization

Last synced: 14 May 2025

https://github.com/arztsamuel/applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

artificial-neural-networks deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks self-driving-cars

Last synced: 16 May 2025

https://github.com/maxhalford/eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation

Last synced: 14 May 2025

https://github.com/MaxHalford/eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation

Last synced: 14 Mar 2025

https://github.com/webfuzzing/evomaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

api-rest api-testing evolutionary-algorithms fuzzer fuzzing graphql grpc java kotlin rest rpc-api search-based-software-testing test-case-generation testing thrift

Last synced: 16 Jan 2026

https://github.com/WebFuzzing/EvoMaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

api-rest api-testing evolutionary-algorithms fuzzer fuzzing graphql grpc java kotlin rest rpc-api search-based-software-testing test-case-generation testing thrift

Last synced: 27 Feb 2025

https://github.com/7ossam81/EvoloPy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

evolutionary-algorithms framework metaheuristics optimization swarm-intelligence

Last synced: 08 May 2025

https://github.com/datacanvasio/hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 04 Apr 2025

https://github.com/DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 18 Apr 2025

https://github.com/jaswinder9051998/zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

evolutionary-algorithms feature-selection genetic-algorithm grey-wolf grey-wolf-optimizer machine-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools particle-swarm particle-swarm-optimization python subset-selection supervised-learning

Last synced: 21 Oct 2025

https://github.com/pkalivas/radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

artificial-intelligence evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetic-engine genetic-programming neat neuroevolution python rust

Last synced: 22 Feb 2026

https://github.com/DylanCope/Evolving-Protozoa

An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.

evolutionary-algorithms simulation

Last synced: 10 Jan 2026

https://github.com/emi-group/evomo

EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)

evolutionary-algorithms evolutionary-computation gpu-acceleration gpu-computing multiobjective-optimization pytorch

Last synced: 26 Jan 2026

https://github.com/innoave/genevo

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

evolutionary-algorithms framework genetic-algorithm library optimization-algorithms rust search-algorithms

Last synced: 04 Apr 2025

https://github.com/evoplex/evoplex

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

abm agent agent-based agent-based-model agent-based-modeling agent-based-simulation biological-simulations cellular-automata cpp cross-platform evolution-simulator evolutionary-algorithms evolutionary-computation evolutionary-game-theory evoplex graph mas monte-carlo-simulation multi-agent simulation

Last synced: 02 Apr 2025

https://github.com/predict-idlab/GENDIS

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

data-mining evolutionary-algorithms shapelets time-series-analysis timeseries-analysis

Last synced: 01 Apr 2025

https://github.com/predict-idlab/gendis

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

data-mining evolutionary-algorithms shapelets time-series-analysis timeseries-analysis

Last synced: 07 Jul 2025

https://github.com/samim23/Novelty-Search-Live

Musical Novelty Search: Evolutionary Algorithms + Ableton Live

ableton-live evolutionary-algorithms novelty-search

Last synced: 14 Jul 2025

https://github.com/ec-kity/ec-kity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn sklearn symbolic-regression

Last synced: 04 Apr 2025

https://github.com/james4ever0/agi_computer_control

The first autonomous computer program that can do anything to earn money without human operators.

artificial-general-intelligence automation autonomous-robots consciousness deep-active-inference evolutionary-algorithms qstar

Last synced: 23 Feb 2025

https://github.com/aims-umich/neorl

NeuroEvolution Optimization with Reinforcement Learning

evolutionary-algorithms large-scale neuroevolution optimization-algorithms reinforcement-learning

Last synced: 17 Jan 2026

https://github.com/squillero/computational-intelligence

Spare material for Computational Intelligence 01URROV @ Politecnico di Torino

artificial-intelligence computational-intelligence evolutionary-algorithms lecture-notes

Last synced: 17 Jan 2026

https://github.com/shangtongzhang/distributedes

Distributed implementation of popular evolutionary methods

cma-es evolutionary-algorithms neat nes pytorch

Last synced: 25 Apr 2025

https://github.com/mertyildiran/ldca

Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

assembly evolutionary-algorithms experimental quine self-modifying self-replicating

Last synced: 23 Apr 2025

https://github.com/ahmedfgad/gari

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

evolutionary-algorithms genetic-algorithm genetic-analysis image-analysis image-manipulation image-processing image-reproduction optimization-algorithms python python3

Last synced: 23 Apr 2025

https://github.com/nmichlo/ruck

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

evolutionary-algorithms genetic-algorithms multiobjective-optimization multiprocessing nsga-ii numba numpy python python3 raylib

Last synced: 26 Oct 2025

https://github.com/ashleve/EvOLuTIoN

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

ai c-sharp evolutionary-algorithms fitness-score genetic-algorithm mutation natural-selection pathfinding unity

Last synced: 25 Apr 2025

https://github.com/ashleve/evolution

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

ai c-sharp evolutionary-algorithms fitness-score genetic-algorithm mutation natural-selection pathfinding unity

Last synced: 13 Apr 2025

https://github.com/alirezamika/flappybird-es

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

agent ai ai-learning artificial-intelligence deep-learning evolution-strategies evolutionary-algorithms flappy-bird game machine-learning reinforcement-learning

Last synced: 14 Apr 2025

https://github.com/cpmech/goga

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

evolutionary-algorithm evolutionary-algorithms evolutionary-computation genetic-algorithm hacktoberfest hacktoberfest2019 optimisation optimization optimizer

Last synced: 22 Mar 2025

https://github.com/stefanofioravanzo/map-elites

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

constrained-optimization evolutionary-algorithms genetic-programming novelty-search

Last synced: 12 May 2025

https://github.com/morvanzhou/mevo

Evolutionary algorithms, alternative to Reinforcement Learning

evolution-strategies evolutionary-algorithms genetic-algorithm neural-evolution reinforcement-learning

Last synced: 09 Apr 2025

https://github.com/mishig25/neuroevolution-robots

Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D

evolutionary-algorithms genetic-algorithm neural-network tensorflow tensorflow-experiments

Last synced: 28 Jul 2025

https://github.com/helmholtz-ai-energy/propulate

Propulate is an asynchronous population-based optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.

distributed evolutionary-algorithms genetic-algorithm hyperparameter-optimization hyperparameter-tuning optimization parallel parallel-computing python

Last synced: 08 Apr 2025

https://github.com/khezen/evoli

Genetic Algorithm and Particle Swarm Optimization

evolutionary-algorithms genetic-algorithm go golang particle-swarm-optimization

Last synced: 25 Oct 2025

https://github.com/kyegomez/athenaos

AthenaOS is a next generation AI-native operating system managed by Swarms of AI Agents

attention-is-all-you-need attention-mechanism evolutionary-algorithms gpt4 operating-system swarms transformer transformers

Last synced: 21 Aug 2025

https://github.com/vita-group/tegnas

"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

darts-space evolutionary-algorithms generalization linear-region nas-bench-201 neural-architecture-search ntk reinforcement-learning

Last synced: 19 Apr 2025

https://github.com/citiususc/citius-invaders

An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS

evolutionary-algorithms genetic-algorithm phaser-game phaserjs space-invaders

Last synced: 20 Sep 2025

https://github.com/UM-LPM/EARS

EARS is a free and open-source Java-based framework for ranking, developing, and experimenting with single- and multi-objective evolutionary algorithms

evolutionary-algorithms framework metaheuristic-framework optimization optimization-algorithm optimization-problem ranking rating-system

Last synced: 10 Jan 2026

https://github.com/thomasweise/moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

evolutionary-algorithms evolutionary-computation experimentation genetic-algorithm heuristic-optimization hill-climbing memetic-algorithms metaheuristics optimization optimization-algorithms python random-walk randomized-local-search replicability simulated-annealing

Last synced: 13 Feb 2026

https://github.com/ci-group/revolve2

A python library for optimization, geared towards modular robots and evolutionary computing.

evolutionary-algorithms evolutionary-computation modular-robots optimization robotics simulation

Last synced: 14 Jan 2026

https://github.com/benrayfield/wikibinator203

Lambda called on lambda finds/creates lambda, each with lazy-evaled 256 bit global DAG ids. Each lambda has 2 child lambdas. A kind of number that is a universal-pattern-calculus-combinator. Axgob.js (in dagball project, lib dir) is incomplete newer version of this. A fork-editable multiverse of all possible lambdas.

antivirus combinator drag-and-drop evolutionary-algorithms game-theory games googolplex gpu lambda lazy-evaluation massively-multiplayer merkle-tree neuralnet number-crunching number-theory pattern-calculus peer-to-peer science security zero-knowledge-proof

Last synced: 10 Jul 2025

https://github.com/sea-shunned/hawks

A package for generating synthetic clusters with control over "difficulty"

clustering evolutionary-algorithms python synthetic-data

Last synced: 14 Jan 2026

https://github.com/hunar4321/find-global-maximum

Simulation of life like characters and several learning algorithms to test the ability of each algorithm to enable the characters reaching global maximum with minimum effort

evolutionary-algorithms optimization simulation unity3d

Last synced: 10 Apr 2025

https://github.com/goktug97/neatest

NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

evolutionary-algorithms genetic-algorithm neat neural-architecture-search neuroevolution python

Last synced: 26 Apr 2025