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GitHub topics: genetic-algorithms

michaelvaillant/genelife

An advanced implementation of Conway's "Game of Life," enhanced with a genome system that adds evolutionary dynamics and movement to cells.

Language: JavaScript - Size: 2.59 MB - Last synced at: about 16 hours ago - Pushed at: about 16 hours ago - Stars: 0 - Forks: 0

lucidrains/x-transformers-rl

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

Language: Python - Size: 114 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 50 - Forks: 4

codelion/openevolve

Open-source implementation of AlphaEvolve

Language: Python - Size: 1.48 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,152 - Forks: 230

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: 4 days ago - Pushed at: 4 days ago - Stars: 13 - Forks: 0

miratcan/bedri

A web app that generates a text-based representation of the image using the provided text by using genetic algorithms. The name is inspired by the famous painter Bedri Baykam.

Language: TypeScript - Size: 3.13 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

mcanlas/spawning-pool

A framework for genetic algorithms in Scala

Language: Scala - Size: 488 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 13 - Forks: 0

rnpereira99/Wedding_Seat_Optimization_Project Fork of ritzww/Wedding_Seat_Optimization_Project

Project for Computational Intelligence for Optimization - NOVA IMS (2024/2025)

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

mohdmahsoof/ii-researcher

II-Researcher: a new open-source framework designed to aid building search / research agents

Language: Python - Size: 537 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, pattern search, and random search). [https://jmlr.org/papers/v25/23-0386.html] (Its Planned Extensions: PyCoPop7, PyNoPop7, PyDPop77, and PyMePop7)

Language: Python - Size: 958 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 242 - Forks: 37

languagelawyer/genetic_trade

Genetic algorithm tryna evolve a NN trading bot 🌚

Language: C++ - Size: 396 KB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

ScratchyCode/Machine-Learning

Testing di algoritmi per l'apprendimento automatico.

Language: C - Size: 2.88 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

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: 176 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 77 - Forks: 3

ayush-saklani/classsync-generator

Automation in Timetable Generation using Genetic Algorithm to optimize scheduling for ClassSync.

Language: JavaScript - Size: 20 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

mapyr/evolutionary-agent-simulation

Interactive evolution sandbox. Grid-based agents with neural brains, live mutation, adaptive world, and full visual interface. For research, hacking, or just watching life compete.

Language: Python - Size: 153 KB - Last synced at: 2 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

sfuhrm/geneticalgorithm

Genetic algorithm Java library for explorers

Language: Java - Size: 2.93 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

mtarek97/Timetable-Generator

An automated time table generator using genetic algorithms in java.

Language: Java - Size: 39.1 KB - Last synced at: 3 days ago - Pushed at: almost 7 years ago - Stars: 35 - Forks: 14

FabMab/GA-NS-comparison-tool

Genetic algorithm & Novelty search algorithm performance comparison tool

Language: Java - Size: 2.34 MB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

SoniaRuiz/coexp-website

CoExp website is a web-based tool developed in .NET Core Framework, for querying 109 independent gene co-expression networks from the family of CoExp R packages.

Language: JavaScript - Size: 51.8 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 5 - Forks: 1

ssusnic/Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Language: JavaScript - Size: 474 KB - Last synced at: 15 days ago - Pushed at: over 7 years ago - Stars: 1,827 - Forks: 401

Devinterview-io/genetic-algorithms-interview-questions

🟣 Genetic Algorithms interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

Size: 32.2 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 4 - Forks: 1

morinim/ultra

Framework for Evolutionary Algorithms

Language: C++ - Size: 3.5 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 7 - Forks: 1

handcraftsman/GeneticAlgorithmsWithPython

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

Language: Python - Size: 123 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 1,234 - Forks: 451

cicirello/chips-n-salsa-examples

Example programs for usage of the Chips-n-Salsa library

Language: Java - Size: 327 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 4 - Forks: 0

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: 18 days ago - Pushed at: 4 months ago - Stars: 1,317 - Forks: 340

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: 21 days ago - Pushed at: 21 days ago - Stars: 68 - Forks: 0

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: 15 days ago - Pushed at: over 2 years ago - Stars: 1,093 - Forks: 264

matiasmicheletto/lorawan-optimizations

A set of C++ programs to determine optimal high-level configurations for LoRaWAN based networks

Language: C++ - Size: 14.6 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

iCog-Labs-Dev/metta-moses

Meta Optimization Semantic Evolutionary Search

Language: Python - Size: 1.22 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 23

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: 6 days ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 0

azimonti/MNIST-classification

Neural network training for MNIST digit classification using SGD and GA

Language: C++ - Size: 48.8 KB - Last synced at: 2 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

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: 1 day ago - Pushed at: 12 months ago - Stars: 20 - Forks: 1

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: 25 days ago - Pushed at: 25 days ago - Stars: 11 - Forks: 3

alimahdi-t/fire-station-location-optimization

Optimization algorithm to determine the best locations for fire stations to minimize emergency response times.

Size: 3.91 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

gmontamat/gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

Language: Python - Size: 622 KB - Last synced at: 23 days ago - Pushed at: 8 months ago - Stars: 89 - Forks: 19

McDoritos/CE-Evolution

Repository on my course Evolutionary Computation, about Genetic Algorithms. This project has the objective of evolving structures and controllers on evogym

Language: Python - Size: 530 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

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: 25 days ago - Pushed at: about 4 years ago - Stars: 223 - Forks: 35

bitArtisan1/TSP-Genetic-Algorithm-Solver

Python Implementation of Traveling Salesman Problem (TSP) Using Genetic Algorithms/Hybridized with more Heuristic Optimizations

Language: Python - Size: 52.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

Saifiev04/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: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

robinsonvs/time-table-project

The Time Table project is an application for creating course offerings by crossing subjects, teachers, schedules, etc. for a university. - in progress

Language: Go - Size: 25.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

jElhamm/N-Queens-Puzzle

"The classic 'N-Queens problem' is tackled using a variety of advanced techniques such as nested loops, heuristics, backtracking, genetic algorithms, and local search algorithms."

Language: C++ - Size: 13.6 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MosesTheRedSea/LLM-Guided-Evolution-Generic Fork of clint-kristopher-morris/llm-guided-evolution

LLM Guided Evolution - The Automation of Models Advancing Models

Language: Python - Size: 490 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 0

Harold2828/Genetic-Algorithm-with-Matlab

This MATLAB tool uses a Genetic Algorithm to optimize hybrid energy systems combining solar panels, wind turbines, batteries, and diesel generators. It simulates hourly energy demand, evaluates different configurations, and selects the most cost-effective solution based on the Levelized Cost of Energy (LCOE).

Language: MATLAB - Size: 57.2 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

c0ffee-milk/CipherBreaker

利用频率分析与遗传算法破解单表替换密码。

Language: C - Size: 139 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Heracleitos/Heracleitos.github.io

The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.

Language: Mathematica - Size: 397 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

frantorres14/Flappy-Bird-Agent-Trained-Through-Genetic-Algorithms

En este repositorio se entrenan agentes para que aprendan a jugar una versión simplificada del Juego Flappy Bird usando algoritmos genéticos

Language: Python - Size: 55.7 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

arhcoder/MIA

🎼 Musical Artificial Intelligence model that composes original music WITHOUT REAL MUSIC DATA TRAINING using NLP Grammars, Evolutive Computing, Simulated Annealing and LWRS Algorithm.

Language: Python - Size: 11.6 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 0

davecom/ClassicComputerScienceProblemsInSwift

Source Code for the Book Classic Computer Science Problems in Swift

Language: Swift - Size: 111 KB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 196 - Forks: 42

lucidrains/firefly-torch

Exploration into the Firefly algorithm in Pytorch

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

otvam/pyfreecoil

PyFreeCoil - Free-Shape Optimization of Air-Core Inductors

Language: Python - Size: 7.1 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

aliciagilmatute/Algoritmo-Genetico

Algoritmo Genético que pretende resolver el problema del viajero (TSP) desde dos lógicas diferentes.

Language: Jupyter Notebook - Size: 307 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

OguzhanTekeli06/AI_projects

AI projects

Language: C# - Size: 515 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

godon-dev/godon

(ancient german = improving, rearranging, rendering benign)

Language: Python - Size: 3.18 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

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: 4 days ago - Pushed at: 5 days ago - Stars: 9 - Forks: 2

kutukvpavel/FloorTilingOptimization

2D Cutting Stock Problem genetic approach

Language: C# - Size: 61.5 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 1

afourmy/pyTSP

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

Language: Python - Size: 10.4 MB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 168 - Forks: 39

mazerunner1001/Breast-Cancer-Diagnosis-from-Thermal-Images

genetic algorithms and machine learning techniques to diagnose breast cancer from thermal images by distinguishing between cancer-positive and healthy cases.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

jaredthecoder/BioPy

Biologically-Inspired and Machine Learning Algorithms written in Python

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

jeffheaton/mergelife

Evolve complex cellular automata with a genetic algorithm.

Language: Python - Size: 14.3 MB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 78 - Forks: 17

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: 2 months ago - Pushed at: almost 5 years ago - Stars: 100 - Forks: 14

gsurma/slitherin

AI research environment for the game of Snake 🐍 .

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

imarranz/pygenmet

Genetic Algorithms Applied to Translational Strategy in NASH. Learning from Mouse Models. For general information, see

Language: Python - Size: 29.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Razvan48/Diverse-Aplicatii-Algoritmi-Avansati-AA

Diverse aplicatii pentru Algoritmi Avansati (AA) Anul 2, Semestrul 2, Facultatea de Matematica si Informatica, Universitatea din Bucuresti

Language: C++ - Size: 5.24 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

georgiabasa/nsga_ii

This project uses the NSGA-II algorithm to optimize the placement of EV charging stations, considering factors like station locations, BESS capacity, and solar power efficiency.

Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

gnh1201/lotto_genetic_algorithm

Lotto prediction with Genetic Algorithm and Mersenne Twister (MT19937)

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

theHilikus/a-life-java

Artificial Life in Java

Language: Java - Size: 465 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

Naveen88112/Genetic_Algos_Maze_Solver

Genetic Algorithm Maze Solver This project utilizes a Genetic Algorithm (GA) to solve the optimization of a maze problem. It evolves the population of promising solutions to the best solution finding shortest path between start and end point using selection, crossover, and mutation.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: about 2 months ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 6

gibbsbravo/genetic_algorithms

Genetic algorithm tutorial code - watch the GA improve using images

Language: Python - Size: 7.9 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

githubman2222/mind-evolution

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

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ArchitJ6/NeuraDrive

Neural Network-Based Autonomous Car with Web UI

Language: JavaScript - Size: 2.49 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

frantorres14/Function-Optimization-Using-Genetic-Algorithms-Simulated-Annealing-and-Beam-Search

Optimización de funciones usando los métodos algoritmos genéticos, recocido simulado y beam search

Language: Jupyter Notebook - Size: 188 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

robert-haas/alogos

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

Language: Python - Size: 8.85 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 3

mdccUVa/de-fpga-hh

SystemC code modeling a cycle-accurate Differential Evolution of the Hodgkin-Huxley model.

Language: C - Size: 56.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

KhaledAshrafH/Curve-Fitting

This program implements a genetic algorithm for curve fitting using a polynomial equation. The goal is to find the best coefficients for the polynomial equation that minimize the distance between the curve and a given set of data points. The genetic algorithm is used to search for the optimal solution by evolving a population of candidate solutions

Language: C++ - Size: 266 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2

cyokozai/optgenflow

A Visual Tool for Understanding Genetic Algorithms. OptGenFlow is an interactive and educational application specifically designed to help users visually understand the workings and mechanisms of genetic algorithms (GAs).

Language: Processing - Size: 145 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Danial-Ghofrani/Bioinformatics_coursera

📚 Exercises and notes from Coursera's Bioinformatics Specialization 🧬. Dive into algorithms, Python programming, and the secrets of DNA, genes, and genomes. 🚀

Language: Python - Size: 623 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kGorze/DNA-Assembly-Problem-Solver

Advanced DNA sequence reconstruction tool using genetic algorithms and metaheuristics. Implements SBH problem solver with adaptive crossover operators and comprehensive error handling.

Language: C++ - Size: 22.8 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

aimclub/SAMPO

Open-source framework for adaptive manufacturing processes scheduling

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 34 - Forks: 5

OpenMendel/MendelIHT.jl

Iterative hard thresholding for l0 penalized regression

Language: Julia - Size: 119 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 4

eyuuab/EDA-Estimation-of-Distribution-Algorithm-

implementation example for estimation of distribution Algorithms

Language: Python - Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

Talendar/nevopy

Neuroevolution framework for Python.

Language: Python - Size: 36.7 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 6

kbnim/intro2ml-jegyzet

ELTE-IK Introduction to Machine Learing / Bevezetés a gépi tanulásba magyar nyelvű előadásjegyzet

Language: TeX - Size: 3.89 MB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

estissy/femos

My small library for neuroevolution

Language: Python - Size: 43.9 KB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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: 2 months ago - Pushed at: about 1 year ago - Stars: 71 - Forks: 17

Umeshkumarku1/ZoonomiX

ZoonomiX is a bioinformatics pipeline for analyzing microbial genomes, detecting pathogenicity, resistance genes, and mobile elements, and assessing zoonotic risk using BLASTn.

Language: Python - Size: 943 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

daniel-lima-lopez/Dynamic-State-Traffic-Lights

This work consists of a dynamic state traffic light controlled by a neural network. The training of this model is carried out by genetic algorithms in a simulation environment.

Language: Python - Size: 10 MB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

DeveloperPaul123/genetic

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

Language: C++ - Size: 1.62 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 19 - Forks: 1

ttarkowski/quile

C++ genetic algorithms scientific library

Language: C++ - Size: 1.07 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 3

Splines/louvain-genetic-bachelor

My bachelor thesis with the title "Louvain-initialized Genetic Algorithms for Community Detection in Complex Networks"

Size: 30.1 MB - Last synced at: about 21 hours ago - Pushed at: over 1 year ago - Stars: 1 - 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 1 month ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

kaishuu0123/go-game-of-life-sdl2

Conway's Game of Life written in Go & SDL2

Language: Go - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

lucidrains/mind-evolution

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

Language: Python - Size: 381 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 37 - Forks: 2

mohammad95labbaf/PSO-GA-Strategy-Optimization

This repository focuses on optimizing a trend-based trading strategy for the EURUSD currency pair. By combining PSO and GA, the goal is to maximize returns while minimizing risk. The strategy considers buy and sell signals based on Supertrend and EMA conditions, with a fixed commission of 3 pips per trade.

Language: Jupyter Notebook - Size: 1.89 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

pintamonas4575/BIOCOMP-project-MAADM-UPM

Bio inspired and evolutionary algorithms applied to different problems. Subject of master´s degree in Machine Learning and Big Data in UPM.

Language: Jupyter Notebook - Size: 36.2 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

harveybc/rl-optimizer

Reinforcement learning based optimizer with extensible architecture. Using plug-ins it can be used for trading strategy, porfolio or hyperparameter optimization, using optimization methods like genetic algorithms or q-learning, and diverse agent types as heuristic strategies or using machine learning on observations to produce agent control actions

Language: Python - Size: 41.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

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

tlemo/darwin

Evolutionary Algorithms Framework

Language: C++ - Size: 15 MB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 111 - Forks: 21

acsicuib/GAmqtt

Distributed GA implementation based on a publish/subscriber pattern

Language: Python - Size: 9.03 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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: 24 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 7

Rowlkh/Credit-Card-Approval-Prediction-Classification-

The Credit Card Approval Prediction project predicts credit card approval using applicant data, with models like KNN, Decision Trees, and MLP. It includes data preprocessing, feature selection with Genetic Algorithms, and hyperparameter tuning.

Language: Jupyter Notebook - Size: 8.25 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 3

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genetic-algorithms 593 genetic-algorithm 165 python 111 evolutionary-algorithms 94 artificial-intelligence 88 machine-learning 78 genetic-programming 50 optimization 46 neural-networks 45 optimization-algorithms 35 ai 34 python3 31 java 29 evolutionary-computation 25 deep-learning 24 neural-network 22 evolutionary-algorithm 21 cpp 20 genetic-optimization-algorithm 20 neuroevolution 19 travelling-salesman-problem 19 reinforcement-learning 18 particle-swarm-optimization 17 javascript 16 genetics 16 simulated-annealing 16 evolution 15 genetic 14 machine-learning-algorithms 14 metaheuristics 12 matlab 12 algorithm 12 differential-evolution 11 nsga-ii 11 simulation 10 numpy 10 knapsack-problem 10 csharp 10 data-science 10 neat 10 genetic-algorithm-framework 9 crossover 9 jupyter-notebook 9 mutation 9 multiobjective-optimization 9 tsp 8 fuzzy-logic 8 tensorflow 7 deep-neural-networks 7 genetic-programming-algorithm 7 keras 7 heuristics 7 pytorch 7 pso 7 symbolic-regression 7 ml 7 game 7 unity 6 tsp-problem 6 golang 6 bioinformatics 6 optimization-methods 6 optimisation 6 robotics 6 graph-algorithms 6 machinelearning 6 soft-computing 6 evolution-strategies 6 tabu-search 6 traveling-salesman-problem 5 convolutional-neural-networks 5 python-3 5 computational-intelligence 5 hyperparameter-optimization 5 pandas 5 deap 5 heuristic-optimization 5 artificial-neural-networks 5 geneticalgorithm 5 optimization-problem 5 feature-selection 5 scala 5 multi-objective-optimization 5 ant-colony-optimization 5 classification 5 neat-python 4 constraint-satisfaction-problem 4 games 4 artificial-intelligence-algorithms 4 maze-solver 4 metaheuristic-optimisation 4 pygame 4 pathfinding 4 evolution-simulation 4 paper 4 processing 4 graphs 4 combinatorial-optimization 4 operations-research 4 selection 4