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Projects in Awesome Lists tagged with genetic-algorithm

A curated list of projects in awesome lists tagged with genetic-algorithm .

https://github.com/eriklindernoren/ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 11 May 2025

https://github.com/eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 14 Mar 2025

https://github.com/guofei9987/scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

ant-colony-algorithm artificial-intelligence fish-swarms genetic-algorithm heuristic-algorithms immune immune-algorithm optimization particle-swarm-optimization pso simulated-annealing travelling-salesman-problem tsp

Last synced: 13 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: 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/ivanseidel/iamdinosaur

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

artificial-intelligence dino genetic-algorithm genome google-dinosaur neural-network

Last synced: 15 May 2025

https://github.com/ivanseidel/IAMDinosaur

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

artificial-intelligence dino genetic-algorithm genome google-dinosaur neural-network

Last synced: 16 Mar 2025

https://github.com/anyoptimization/pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

cmaes differential-evolution genetic-algorithm multi-objective-optimization nsga2 nsga3 optimization pso

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/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/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).

artificial-intelligence c-sharp dotnet dotnet-core dotnet-standard dotnet6 genetic-algorithm genetic-algorithms unity3d

Last synced: 13 May 2025

https://github.com/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).

artificial-intelligence c-sharp dotnet dotnet-core dotnet-standard dotnet6 genetic-algorithm genetic-algorithms unity3d

Last synced: 02 Apr 2025

https://github.com/wagenaartje/neataptic

:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js

crossover genetic-algorithm machine-learning mutations neural-network neurons selection squash

Last synced: 14 Mar 2025

https://github.com/primaryobjects/ai-programmer

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

ai artificial-intelligence c-sharp fitness-score genetic-algorithm genetic-algorithms genetic-programming genome program-synthesis programming-language

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/nemanja-m/gaps

A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:

genetic-algorithm puzzle-solver

Last synced: 16 May 2025

https://github.com/liyangsir/smart-algorithm

智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现

ant-colony-algorithm genetic-algorithm immune-algorithm matlab particle-swarm-optimization

Last synced: 04 Apr 2025

https://github.com/victorqribeiro/invaderz

Space invaders, but the invaders evolve with genetic algorithm

evolution evolutionary-algorithm game genetic-algorithm javascript space-invaders

Last synced: 04 Apr 2025

https://github.com/shuai-xie/genetic-algorithm

遗传算法 - Matlab

genetic-algorithm matlab

Last synced: 06 Apr 2025

https://github.com/kaushalshetty/FeatureSelectionGA

Feature Selection using Genetic Algorithm (DEAP Framework)

deap feature-selection genetic-algorithm machine-learning python

Last synced: 16 Apr 2025

https://github.com/tomaszrewak/ml-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

game game-engine genetic-algorithm machine-learning machine-learning-games neural-network reinforcement-learning

Last synced: 24 Apr 2025

https://github.com/TomaszRewak/ML-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

game game-engine genetic-algorithm machine-learning machine-learning-games neural-network reinforcement-learning

Last synced: 16 Mar 2025

https://github.com/ahmedfgad/NeuralGenetic

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

deep-learning genetic-algorithm neural-networks optimization pygad python

Last synced: 08 May 2025

https://github.com/ahmedfgad/neuralgenetic

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

deep-learning genetic-algorithm neural-networks optimization pygad python

Last synced: 07 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/aqibsaeed/genetic-cnn

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 09 Apr 2025

https://github.com/aqibsaeed/Genetic-CNN

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 29 Mar 2025

https://github.com/olmallet81/GALGO-2.0

Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization

chromosome cpp11 cross evolutionary-algorithm genetic-algorithm metaprogramming mutations

Last synced: 24 Mar 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/jobtalle/Cephalopods

Evolving squids through neuroevolution

artificial-life genetic-algorithm neural-network neuroevolution

Last synced: 03 Apr 2025

https://github.com/Martin1887/oxigen

Fast, parallel, extensible and adaptable genetic algorithms framework written in Rust

genetic-algorithm rust

Last synced: 19 Mar 2025

https://github.com/martin1887/oxigen

Fast, parallel, extensible and adaptable genetic algorithms framework written in Rust

genetic-algorithm rust

Last synced: 05 Apr 2025

https://github.com/mithi/rusty-genes

Genetic algorithm implementation in Rust with animated visualizations in Python

genetic-algorithm rust travelling-salesman travelling-salesman-problem

Last synced: 29 Apr 2025

https://github.com/nathanrooy/evolving-simple-organisms

Evolving simple organisms using a genetic algorithm and deep learning from scratch with python

deep-learning evolutionary-optimization genetic-algorithm neural-network python tutorial

Last synced: 27 Nov 2024

https://github.com/michaeljwelsh/bot-evolution

An interesting display of evolution through neural networks and a genetic algorithm

evolution genetic-algorithm neural-network python visual

Last synced: 03 May 2025

https://github.com/MichaelJWelsh/bot-evolution

An interesting display of evolution through neural networks and a genetic algorithm

evolution genetic-algorithm neural-network python visual

Last synced: 27 Nov 2024

https://github.com/opencog/moses

MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.

genetic-algorithm genetic-optimization-algorithm genetic-programming machine-learning

Last synced: 07 May 2025

https://github.com/wukan1986/expr_codegen

codegen from expression to others, such as polars, pandas

codegen common-subexpression-elimination expression genetic-algorithm pandas polars sympy

Last synced: 05 Apr 2025

https://github.com/sausheong/ga

Simple genetic algorithms in Go

genetic-algorithm go golang

Last synced: 20 Nov 2024

https://github.com/iver56/cross-adaptive-audio

Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects

ai audio audio-effect audio-features csound drums dsp genetic-algorithm neat neural-network

Last synced: 11 May 2025

https://github.com/Murgio/Genetic-Algorithm-Montage

genetic algorithm for self-referential image approximation.

face genetic-algorithm picture

Last synced: 26 Mar 2025

https://github.com/evoasm/evoasm.rb

An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine

aimgp genetic-algorithm genetic-programming jit program-synthesis ruby x64 x86-64

Last synced: 20 Mar 2025

https://github.com/nature-of-code/noc-s18

Course repo and syllabus for Nature of Code Spring 2018 at ITP.

genetic-algorithm itp nature neural-network physics simulation syllabus

Last synced: 04 Dec 2024

https://github.com/rossning92/genetic-algorithm

Genetic algorithm for walking simulation. Online demo: https://rossning92.github.io/genetic-algorithm/

ga game genetic-algorithm javascript p5js

Last synced: 23 Nov 2024

https://github.com/javisoto/rubikswift

Rubik's cube API in Swift + a genetic solver algorithm

genetic-algorithm rubiks-cube swift

Last synced: 22 Mar 2025

https://github.com/iver56/emoji-art-generator

Use a genetic algorithm to evolve an image by putting emojies on a canvas

art emoji genetic-algorithm mosaic mosaic-images

Last synced: 20 Mar 2025

https://github.com/clementpl/influx-crypto-trader

Node js trading bot, let you create trading strategy and run it (backtest/simulation/live)

cryptocurrency genetic-algorithm grafana influxdb node-js trading-bot trading-strategies typescript

Last synced: 24 Nov 2024

https://github.com/minhaskamal/algorithmimplementations

Implementation of Elementary Algorithms (infix-prefix-postfix-evaluation-to-longest-common-increasing-sub-sequence-activity-selection-balance-kd-binary-heap-binomial-tree-breath-depth-first-search-max-flow-shortest-path-topological-sort-calculus-derivative-integration-forward-interpolation-simpson-rule-intersecting-area-non-linear-equation-jacobis-gauss-seidal-bisection-false-position-newton-raphson-fixed-point-secant-cigarette-smokers-genetic-huffman-a-a*-star-binary-knuth-morris-pratt-kmp-quick-thread-priority-based-premitive-shortest-job-non-primitive-arithmetic-expression-data-structures-list-node-implementation-one-two-way-linked-stack-string-graph-numerical-methods-equation-solving-solve-process-problem-search-sort-prime-ugly-friend-perfect-fibonacci-factorial-factor-number)

a-star algorithm algorithms assembly c c-plus-plus factor factorial fibonacci-numbers friend-number genetic-algorithm graph huffman java prime-numbers sort tree

Last synced: 11 Apr 2025