An open API service providing repository metadata for many open source software ecosystems.

Topic: "genetic-algorithms"

codelion/openevolve

Open-source implementation of AlphaEvolve

Language: Python - Size: 2.99 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2,437 - Forks: 292

ssusnic/Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Language: JavaScript - Size: 474 KB - Last synced at: 29 days ago - Pushed at: over 7 years ago - Stars: 1,827 - Forks: 401

giacomelli/GeneticSharp

GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

Language: C# - Size: 184 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 1,317 - Forks: 340

handcraftsman/GeneticAlgorithmsWithPython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

Language: Python - Size: 123 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 1,234 - Forks: 451

primaryobjects/AI-Programmer

Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

Language: C# - Size: 6.47 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 1,093 - Forks: 264

ShprAlex/SproutLife

Evolving version of Conway’s Game of Life.

Language: Java - Size: 147 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 570 - Forks: 27

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, etc.). [https://jmlr.org/papers/v25/23-0386.html]

Language: Python - Size: 959 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 247 - Forks: 38

Alro10/awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Size: 989 KB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 222 - Forks: 35

davecom/ClassicComputerScienceProblemsInSwift

Source Code for the Book Classic Computer Science Problems in Swift

Language: Swift - Size: 111 KB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 196 - Forks: 42

afourmy/pyTSP

A 2D/3D visualization of the Traveling Salesman Problem main heuristics

Language: Python - Size: 10.4 MB - Last synced at: 4 days ago - Pushed at: over 6 years ago - Stars: 168 - Forks: 39

soypat/mu8

Genetic algorithm for unsupervised machine learning in Go.

Language: Go - Size: 83 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 124 - Forks: 5

tlemo/darwin

Evolutionary Algorithms Framework

Language: C++ - Size: 15 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 111 - Forks: 21

Eric-Bradford/TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

Language: MATLAB - Size: 1.83 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 100 - Forks: 14

ddehueck/pytorch-neat

A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm

Language: Python - Size: 84 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 98 - Forks: 31

rogerallen/tweegeemee

Twitter Genetic Algorithm Imagery

Language: Clojure - Size: 6.07 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 95 - Forks: 14

EC-KitY/EC-KitY

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

Language: Python - Size: 4.88 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 93 - Forks: 18

gsurma/slitherin

AI research environment for the game of Snake 🐍 .

Language: Python - Size: 33.4 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 90 - Forks: 24

gmontamat/gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

Language: Python - Size: 622 KB - Last synced at: about 8 hours ago - Pushed at: 9 months ago - Stars: 89 - Forks: 19

lucidrains/evolutionary-policy-optimization

Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University

Language: Python - Size: 184 KB - Last synced at: 9 days ago - Pushed at: 20 days ago - Stars: 79 - Forks: 2

jeffheaton/mergelife

Evolve complex cellular automata with a genetic algorithm.

Language: Python - Size: 14.3 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 78 - Forks: 17

IdreesInc/TetNet

TetNet is an application that uses genetic algorithms to create an evolving Tetris AI.

Language: JavaScript - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 71 - Forks: 17

lucidrains/transformer-directed-evolution

Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster

Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 68 - Forks: 0

lucidrains/x-transformers-rl

Implementation of a transformer for reinforcement learning using `x-transformers`

Language: Python - Size: 228 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 57 - Forks: 5

lhalsey/BlazorAI

A Blazor web app developed to explore the use of Genetic Algorithms for solving problems.

Language: C# - Size: 1.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 57 - Forks: 8

nmichlo/ruck

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

Language: Python - Size: 106 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 53 - Forks: 2

sharma-n/global_optimization

Heuristic global optimization algorithms in Python

Language: Jupyter Notebook - Size: 22.5 MB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 50 - Forks: 13

danielwilczak101/EasyGA

EasyGA is a python package designed to provide an easy-to-use Genetic Algorithm. The package is designed to work right out of the box, while also allowing the user to customize features as they see fit.

Language: Python - Size: 2.96 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 7

rameziophobia/Travelling_Salesman_Optimization

Python implementation for TSP using Genetic Algorithms, Simulated Annealing, PSO (Particle Swarm Optimization), Dynamic Programming, Brute Force, Greedy and Divide and Conquer

Language: Python - Size: 1.75 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 17

jaredthecoder/BioPy

Biologically-Inspired and Machine Learning Algorithms written in Python

Language: Python - Size: 883 KB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 9

PasaOpasen/geneticalgorithm2-6.8.7 Fork of rmsolgi/geneticalgorithm 📦

Supported highly optimized and flexible genetic algorithm package for python3.8+

Language: Python - Size: 68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 14

Nikronic/Optimized-MDVRP

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

Language: Python - Size: 314 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 8

dadukhankevin/Finch

🐤The next evolution of evolution.

Language: Python - Size: 1.21 MB - Last synced at: about 22 hours ago - Pushed at: 25 days ago - Stars: 39 - Forks: 3

lucidrains/firefly-torch

Exploration into the Firefly algorithm in Pytorch

Language: Python - Size: 27.3 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 37 - Forks: 2

lucidrains/mind-evolution

Implementation of Mind Evolution, Evolving Deeper LLM Thinking, from Deepmind

Language: Python - Size: 381 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 37 - Forks: 2

morinim/vita

Vita - Genetic Programming Framework

Language: C++ - Size: 15.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 35 - Forks: 6

mtarek97/Timetable-Generator

An automated time table generator using genetic algorithms in java.

Language: Java - Size: 39.1 KB - Last synced at: 16 days ago - Pushed at: almost 7 years ago - Stars: 35 - Forks: 14

aimclub/SAMPO

Open-source framework for adaptive manufacturing processes scheduling

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 34 - Forks: 5

Talendar/nevopy

Neuroevolution framework for Python.

Language: Python - Size: 36.7 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 6

robertjankowski/ga-openai-gym

Usage of genetic algorithms to train a neural network in multiple OpenAI gym environments.

Language: Python - Size: 69.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 6

ranxi2001/MCM-Model-Learning

数学建模算法学习仓库-启发式算法仓库

Language: Python - Size: 43 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 6

albert-espin/knapsack-packing

Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)

Language: Python - Size: 207 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 28 - Forks: 11

Pantzan/KnapsackGA

Knapsack Problem solved using Genetic optimization algorithm

Language: Python - Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 28 - Forks: 15

mcychan/GASchedule.cs

Making a Class Schedule Using a Genetic Algorithm

Language: C# - Size: 242 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 6

ntnu-ai-lab/EvoLP.jl

A playground for evolutionary computation in Julia

Language: Julia - Size: 980 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 1

softwaremill/helisa 📦

Scala API for jenetics

Language: Scala - Size: 1.07 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 26 - Forks: 4

bulentsiyah/Double-Sided-Assembly-Line-Balancing-with-Genetic-Algorithm 📦

Double Sided Assembly Line Balancing with Genetic Algorithm (C#)

Language: C# - Size: 2.24 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 25 - Forks: 0

PhoenixDD/Hedge-Fund-replication

This project tries to replicate hedge funds returns.

Language: R - Size: 3.82 MB - Last synced at: 13 days ago - Pushed at: about 6 years ago - Stars: 24 - Forks: 10

OpenMendel/MendelIHT.jl

Iterative hard thresholding for l0 penalized regression

Language: Julia - Size: 119 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 4

DomenicoDeFelice/genetic-algorithm-in-python

A genetic algorithm written in Python for educational purposes.

Language: Python - Size: 1.53 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 23 - Forks: 4

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.

Language: Python - Size: 11.3 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 1

lucidrains/evolutionary-design-molecules

Implementation of the algorithm detailed in paper "Evolutionary design of molecules based on deep learning and a genetic algorithm"

Language: Python - Size: 1.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 2

daniruiz/Cleaning-Robot-AI

Neural Network robot simulation represented in Unity3D and evolved through genetic algorithms.

Language: C# - Size: 71 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 3

gnh1201/lotto_genetic_algorithm

Lotto prediction with Genetic Algorithm and Mersenne Twister (MT19937)

Language: Python - Size: 57.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 21 - Forks: 2

stratzilla/metaheuristic-training-networks

An implementation of various metaheuristics adapted to train neural networks

Language: Python - Size: 1.49 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 3

Pyrofoux/Drowsy

💤🖌️ AI making tiny Bitsy video games. Features an experimental generative structure inspired by GANs and Genetic Algorithms

Language: HTML - Size: 200 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 21 - Forks: 0

erfanMhi/Genetic-algorithms-for-credit-scoring

Implementation of Genetic Algorithm for feature selection of neural networks proposed by Genetic algorithm-based heuristic for feature selection in credit risk assessment paper.

Language: Jupyter Notebook - Size: 212 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 21 - Forks: 6

DeveloperPaul123/genetic

A performant and flexible genetic algorithm implemented in C++20/23.

Language: C++ - Size: 1.62 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 19 - Forks: 1

alenic/realGA

A fast and simple C++ library of Genetic Algorithms only for real domain (float), useful for nonlinear optimization with constraints

Language: C++ - Size: 1.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 4

tiagoCuervo/EvoFuzzy

A Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.

Language: Python - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 19 - Forks: 12

syntest-framework/syntest-framework

Monorepo containing the framework and various core parts of the SynTest ecosystem

Language: TypeScript - Size: 15.1 MB - Last synced at: 4 days ago - Pushed at: 16 days ago - Stars: 18 - Forks: 8

r8vnhill/keen

Keen is a Kotlin genetic algorithms' framework

Language: Kotlin - Size: 5.18 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 18 - Forks: 0

karlnicholas/GeneDoc

A Full Featured Multiple Sequence Alignment Editor.

Language: C++ - Size: 893 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 18 - Forks: 12

Boburmirzo/genetic-Meyer-Packard-Algorithm

Predicting a Stock Price Using a Genetic Algorithm

Language: Python - Size: 360 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 16 - Forks: 12

DeveloperPaul123/Optimum

Accessible and modern implementations of common optimization algorithms.

Language: C++ - Size: 24 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 8

koptimizer/my_Optimization-studio

Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python

Language: Python - Size: 513 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 9

mcanlas/spawning-pool

A framework for genetic algorithms in Scala

Language: Scala - Size: 490 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 13 - Forks: 0

lucidrains/blackbox-gradient-sensing

Implementation and explorations into Blackbox Gradient Sensing (BGS), an evolutionary strategies approach proposed in a Google Deepmind paper for Table Tennis

Language: Python - Size: 102 KB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 13 - Forks: 0

ttarkowski/quile

C++ genetic algorithms scientific library

Language: C++ - Size: 1.07 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

Proyag/FlowShopProject

Optimization of permutation flow shop scheduling on the basis of makespan computation using natural algorithms. Done as a master's degree project at St. Xavier's College, Kolkata, under the supervision of Mr. Siladitya Mukherjee.

Language: Python - Size: 2.71 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 6

erseco/moving_target_defense

Evolutionary Based Moving Target Cyber-Defense Master Thesis

Language: Python - Size: 1.35 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 4

datphamvn/HSEvo

[AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Language: Python - Size: 80 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 3

acdick/understanding_genetic_algorithms

Solving a Battleship board game as an optimization problem

Language: Python - Size: 1.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 5

kutukvpavel/FloorTilingOptimization

2D Cutting Stock Problem genetic approach

Language: C# - Size: 61.5 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 1

ritchie46/computer-build-me-a-bridge

Utilizing genetic strategies to evaluate structural configurations.

Language: Python - Size: 44.9 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 0

eriknyquist/BrainfuckIntern

Uses a genetic algorithm to "evolve" brainfuck programs with desirable behaviours

Language: C - Size: 26.7 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

ConFooBio/gmse

An R package for simulating Generalised Management Strategy Evaluation

Language: TeX - Size: 283 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 5

ParrotPrediction/pyalcs

Implementation of Anticipatory Learning Classifiers System (ALCS) in Python

Language: Python - Size: 13.1 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 16

IFFranciscoME/Genetic-Finance

Implementations of Genetic Methods for Financial Machine Learning Applications

Language: HTML - Size: 18.7 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2

IsuruKalhara/ga_traffic_light_optimizer_sumo

Evolutionary Algorithm to optimize waiting time in traffic lights.

Language: Jupyter Notebook - Size: 159 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 5

EliorBenYosef/evolutionary-algorithms

Evolutionary Algorithms implementations, for various (discrete & continuous) optimization problems, including for autonomous agent control.

Language: Python - Size: 8.02 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 0

BY571/Genetic-Algorithms-Neural-Network-Optimization

Genetic Algorithm for Neural Network Architecture and Hyperparameter Optimization and Neural Network Weight Optimization with Genetic Algorithm

Language: Jupyter Notebook - Size: 156 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 3

alan-turing-institute/p2lab-pokemon

A Python library for running genetic algorithms to optimize Pokemon teams!

Language: Python - Size: 2.94 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 9 - Forks: 2

CogitoNTNU/NEATactics

NEAT is neat! An implementation of neuroevolution of augmenting topologies playing Super Mario Bros.

Language: Python - Size: 44.8 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 9 - Forks: 1

robert-haas/alogos

Grammar-guided genetic programming (G3P) methods: CFG-GP, GE, piGE, DSGE, WHGE

Language: Python - Size: 8.85 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 5

facaraff/SOS

The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisation). If you are using SOS, please acknowledge the article "Caraffini, F.; Iacca, G. The SOS Platform: Designing, Tuning and Statistically Benchmarking Optimisation Algorithms. Mathematics 2020, 8, 785." (https://doi.org/10.3390/math8050785)

Language: Java - Size: 42.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 4

Muradmustafayev-03/Optimisation-Algorithms

A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning

Language: Python - Size: 296 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

KhaledAshrafH/Fuzzy-Logic-Toolbox

It's a Java-based application that provides functions and tools for designing and simulating fuzzy logic systems. It offers a user-friendly interface for creating and testing fuzzy logic systems by allowing users to define and configure input variables, output variables, membership functions, rules, and defuzzification methods.

Language: Java - Size: 1.61 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 3

yossidoctor/AI-Traffic-Lights-Controller

Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.

Language: Python - Size: 19.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 5

Nshul/whatToEat

implement Genetic Algorithm to recommend a food order according to cuisine preference and budget of the group

Language: Python - Size: 47.9 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 8

raymelon/EmergencyResponseUnitLocator

:rotating_light: Finds the best location for an Emergency Response Unit using Genetic Algorithm. A homework in Computational Intelligence course. :fire_engine: :oncoming_police_car: :ambulance:

Language: MATLAB - Size: 109 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 3

ayrna/tssa

Time Series Segmentation Algorithms

Language: MATLAB - Size: 1.03 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 0

elias-ba/tyrex

An Elixir library for genetic programming and neuroevolution, implementing standard genetic algorithms and NEAT. Features parallel evaluation, checkpointing, and extensible operators for selection, crossover, and mutation. Solve optimization problems through evolution with a clean, flexible API.

Language: Elixir - Size: 131 KB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0

tartavull/alfredo

Relentlessly learning, persistently failing, but never surrendering.

Language: Python - Size: 17.9 MB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 8 - Forks: 0

e-llo/evolv-e

Web app that simulates evolution through natural selection using a genetic algorithm in Javascript

Language: JavaScript - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

AshwiniDPrabhu/Evolutionary-Machine-Learning

Language: Jupyter Notebook - Size: 458 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 2

disconnect3d/ga_exams_scheduling

Genetic algorithm to solve modular exams scheduling problem written in Python.

Language: Python - Size: 912 KB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 8 - Forks: 4

iCog-Labs-Dev/metta-moses

Meta Optimization Semantic Evolutionary Search

Language: Python - Size: 1.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 23

morinim/ultra

Framework for Evolutionary Algorithms

Language: C++ - Size: 3.57 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 7 - Forks: 1

tekrei/JavaExamples

Simple experimental Java program examples

Language: Java - Size: 4.22 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 7

sergio94al/Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation

Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.

Language: Jupyter Notebook - Size: 2.61 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 4

Related Topics
genetic-algorithm 166 python 112 evolutionary-algorithms 95 artificial-intelligence 89 machine-learning 80 genetic-programming 51 neural-networks 46 optimization 45 optimization-algorithms 35 ai 35 python3 31 java 29 evolutionary-computation 26 deep-learning 24 neural-network 23 evolutionary-algorithm 21 cpp 20 neuroevolution 20 genetic-optimization-algorithm 20 travelling-salesman-problem 19 reinforcement-learning 18 particle-swarm-optimization 17 simulated-annealing 16 genetics 16 javascript 16 evolution 15 machine-learning-algorithms 14 genetic 14 matlab 12 algorithm 12 metaheuristics 12 differential-evolution 11 nsga-ii 11 numpy 10 neat 10 multiobjective-optimization 10 simulation 10 data-science 10 knapsack-problem 10 csharp 10 genetic-algorithm-framework 9 jupyter-notebook 9 crossover 9 mutation 9 fuzzy-logic 8 tsp 8 symbolic-regression 7 ml 7 tensorflow 7 deep-neural-networks 7 pso 7 game 7 pytorch 7 genetic-programming-algorithm 7 keras 7 heuristics 7 computational-intelligence 6 optimisation 6 tsp-problem 6 bioinformatics 6 golang 6 optimization-methods 6 machinelearning 6 soft-computing 6 tabu-search 6 ant-colony-optimization 6 robotics 6 unity 6 graph-algorithms 6 evolution-strategies 6 scala 5 heuristic-optimization 5 python-3 5 hyperparameter-optimization 5 deap 5 multi-objective-optimization 5 traveling-salesman-problem 5 geneticalgorithm 5 pandas 5 convolutional-neural-networks 5 classification 5 artificial-neural-networks 5 neat-python 5 pygame 5 optimization-problem 5 feature-selection 5 selection 4 maze-solver 4 unity3d 4 evolutionary 4 data-analysis 4 nlp 4 heuristic-algorithm 4 graphs 4 games 4 pso-algorithm 4 constraint-satisfaction-problem 4 processing 4 artificial-intelligence-algorithms 4 regression 4