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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: 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: 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: 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: 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: 18 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: 04 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: 01 May 2025

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/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 rust

Last synced: 15 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/IBCNServices/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: 27 Nov 2024

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

Musical Novelty Search: Evolutionary Algorithms + Ableton Live

ableton-live evolutionary-algorithms novelty-search

Last synced: 22 Nov 2024

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/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: 13 May 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/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/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/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: 03 Dec 2024

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: 08 Apr 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: 07 May 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: 10 Feb 2025

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: 26 Jun 2025

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: 21 Nov 2024

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/letmaik/evolutionary-container-loading

Container loading with evolutionary algorithms in Scala

bin-packing evolutionary-algorithms scala three-d

Last synced: 19 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

https://github.com/kongeor/evolduo-app

Evolduo is a platform for collaborative music synthesis using evolutionary algorithms

artificial-intelligence collaboration evolutionary-algorithms music

Last synced: 14 Apr 2025

https://github.com/r8vnhill/keen

Keen is a Kotlin genetic algorithms' framework

evolutionary-algorithms evolutionary-computation genetic-algorithms kotlin

Last synced: 02 Apr 2025

https://github.com/firefly-cpp/niaarm

A minimalistic framework for Numerical Association Rule Mining

association-rule-mining association-rules data-mining data-science evolutionary-algorithms swarm-intelligence

Last synced: 13 Apr 2025

https://github.com/ami-iit/paper_bergonti_2024_icra_codesign-morphing-drones

Supplementary Material "Co-Design Optimisation of Morphing Topology and Control of Winged Drones" published in IEEE 2024 International Conference on Robotics and Automation (ICRA)

aerial-robotics codesign evolutionary-algorithms multiobjective-optimization robotics trajectory-optimization

Last synced: 22 Jun 2025

https://github.com/amanpriyanshu/geneticpromptlab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

ai automated-prompt-engineering evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetic-algorithms genetic-optimization-algorithm llm llm-framework llms optimization prompt prompt-engineering prompt-generator prompt-learning prompt-toolkit prompt-tuning prompting prompts

Last synced: 22 Mar 2025

https://github.com/255bits/diffusion-evolver

Evolve diffusion models by merging.

diffusion-models evolutionary-algorithms python vlm

Last synced: 23 Jun 2025

https://github.com/daffidwilde/edo

A library for generating artificial datasets through genetic evolution.

data-generation evolutionary-algorithms optimisation

Last synced: 05 May 2025