genetic-algorithm

There are 72 repositories under genetic-algorithm topic.

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.
machine-learning deep-learning deep-reinforcement-learning machine-learning-from-scratch data-science data-mining genetic-algorithm
Language:Python 21902
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode
Language:Jupyter Notebook 6071
haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system data-science dataframe deep-learning genetic-algorithm graph interpolation linear-algebra machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 5672
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)
genetic-algorithm pso particle-swarm-optimization tsp travelling-salesman-problem simulated-annealing ant-colony-algorithm immune-algorithm heuristic-algorithms immune artificial-intelligence fish-swarms optimization
Language:Python 3796
triangula
rh12503 / triangula
Generate high-quality triangulated and polygonal art from images.
triangula triangles evolutionary-algorithms evolutionary-art genetic-algorithm gui generative-art golang art go polygons
Language:Go 3795
ivanseidel / IAMDinosaur
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
neural-network genome dino genetic-algorithm google-dinosaur artificial-intelligence
Language:JavaScript 2781
eiten
tradytics / eiten
Statistical and Algorithmic Investing Strategies for Everyone
machine-learning algorithmic-trading investment-portfolio portfolio-optimization trading-strategies trading-algorithms tradytics ai statistics eigenvalues free-software opensource hedgefund genetic-algorithm
Language:Python 2467
ssusnic / Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
machine-learning flappy-bird genetic-algorithm machine-learning-algorithm artificial-intelligence neuroevolution ai-tutorial ai artificial-evolution game-programming html5 javascript phaser phaser-tutorial machinelearning machine-intelligence neural-networks neural-network genetic-algorithms flappybird
Language:JavaScript 1755
anyoptimization / pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
optimization multi-objective-optimization nsga2 nsga3 genetic-algorithm differential-evolution cmaes pso
Language:Python 1387
codeplea / genann
simple neural network library in ANSI C
backpropagation genetic-algorithm artificial-neural-networks ann neurons hidden-layers neural-network neural-networks neural ansi c tiny
Language:C 1309
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 neural-networks evolutionary-algorithms genetic-algorithm deep-learning machine-learning self-driving-cars
Language:ASP 1262
GeneticAlgorithmPython
ahmedfgad / GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
python genetic-algorithm optimization numpy pygad pygad-documentation neural-networks machine-learning deep-learning evolutionary-algorithms
Language:Python 1168
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
Language:JavaScript 1111
MorvanZhou / Evolutionary-Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
evolutionary-algorithm genetic-algorithm neuroevolution microbial-genetic-algorithm travel-sale-problem evolution-strategy es reinforcement-learning neural-network microbial-ga neat neural-nets python travel-sales-problem nes evolution-strategies openai distributed-es machine-learning tutorial
Language:Python 1091
LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
hyperparameter-optimization machine-learning-algorithms hyperparameter-tuning machine-learning tuning-parameters grid-search random-search optimization hpo bayesian-optimization genetic-algorithm particle-swarm-optimization hyperband random-forest knn svm python-examples python-samples deep-learning artificial-neural-networks
Language:Jupyter Notebook 1072
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).
genetic-algorithms artificial-intelligence c-sharp dotnet dotnet-core dotnet-standard genetic-algorithm unity3d dotnet6
Language:C# 1051
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
Language:C# 1024
PySR
MilesCranmer / PySR
High-Performance Symbolic Regression in Python
automl distributed genetic-algorithm julia machine-learning numpy python symbolic-regression
Language:Python 975
joeddav / devol
Genetic neural architecture search with Keras
deep-learning genetic-algorithm machine-learning keras automl neural-architecture-search computer-vision
Language:Python 950
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution metaheuristics
Language:Go 828
jenetics
jenetics / jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
evolutionary-algorithms genetic-algorithm artificial-intelligence optimization evolutionary-strategy parallel-algorithm metaheuristics genetic-programming machine-learning java multiobjective-optimization java17 grammatical-evolution
Language:Java 765
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 722
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 709
invaderz
victorqribeiro / invaderz
Space invaders, but the invaders evolve with genetic algorithm
genetic-algorithm space-invaders game javascript evolution evolutionary-algorithm
Language:JavaScript 707
self-parking-car-evolution
trekhleb / self-parking-car-evolution
🧬 Training the car to do self-parking using a genetic algorithm
threejs three-js cannonjs cannon-js evolutionary-algorithms evolutionary-algorithm genetic-algorithm self-driving-car genetics
Language:TypeScript 657
nemanja-m / gaps
A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
genetic-algorithm puzzle-solver
Language:Python 596
mpatacchiola / dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
reinforcement-learning deep-reinforcement-learning markov-chain temporal-differencing-learning sarsa q-learning actor-critic multi-armed-bandit inverted-pendulum mountain-car drone-landing dissecting-reinforcement-learning genetic-algorithm neural-networks
Language:Python 577
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 566
yanshengjia / artificial-intelligence
Awesome Artificial Intelligence Projects
artificial-intelligence genetic-algorithm neural-network heuristic-search face-recognition tensorflow
Language:Jupyter Notebook 420
connor-brooks / ecosim
An interactive ecosystem and evolution simulator written in C and OpenGL, for GNU/Linux.
ecosystem simulation boids life evolution genetic-algorithm game linux
Language:C 384
iRB-Lab / py-ga-VRPTW
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
genetic-algorithm vehicle-routing-problem python vrptw vrp
Language:Python 374
Jasonnor / Car-Simulator
Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.
artificial-intelligence autonomous-car fuzzy-control genetic-algorithm javascript machine-learning particle-swarm-optimization virtual-reality webgl
Language:JavaScript 343
Circle-Evolution
ahmedkhalf / Circle-Evolution
Evolutionary Art Using Circles in Python
art genetic-algorithm evolutionary-algorithms circles evolutionary-art
Language:Python 336
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
matlab genetic-algorithm immune-algorithm ant-colony-algorithm particle-swarm-optimization
Language:MATLAB 321
c3rb3ru5d3d53c / binlex
A Binary Genetic Traits Lexer Framework
malware malware-research malware-analysis yara genetic-algorithm machine-learning genetic-programming reverse-engineering
Language:C++ 315
thieu1995 / mealpy
A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)
genetic-algorithm particle-swarm-optimization whale-optimization ant-lion-optimizer grey-wolf-optimizer moth-flame-optimization sailfish-optimizer harris-hawks-optimization manta-ray-foraging-optimization differential-evolution spotted-hyena-optimizer harris-hawks-optimizationg henry-gas-solubility-optimization arithmetic-optimization-algorithm coronavirus-herd-immunity equilibrium-optimizer archimedes-optimization-algorithm slime-mould-algorithm cross-entropy-method hunger-games-search
Language:Python 315

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