genetic-algorithm

There are 94 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.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 23267
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
classification cnn genetic-algorithm kmeans-clustering linear-regression machine-learning neural-network nlp ode packtpub regression rnn svm tensorboard tensorflow tensorflow-algorithms tensorflow-cookbook
Language:Jupyter Notebook 6167
haifengl / smile
Statistical Machine Intelligence & Learning Engine
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet graph linear-algebra computer-algebra-system multidimensional-scaling deep-learning statistics dataframe data-science genetic-algorithm
Language:Java 5932
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 4985
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 3841
ivanseidel / IAMDinosaur
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
artificial-intelligence dino genetic-algorithm genome google-dinosaur neural-network
Language:JavaScript 2802
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 2700
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 2075
PySR
MilesCranmer / PySR
High-Performance Symbolic Regression in Python and Julia
symbolic-regression machine-learning python julia genetic-algorithm automl numpy interpretable-ml data-science explainable-ai scikit-learn symbolic algorithm distributed-systems evolutionary-algorithms equation-discovery
Language:Python 1971
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 1914
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 1818
GeneticAlgorithmPython
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
Language:Python 1738
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 1424
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 1255
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
Language:C# 1229
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 1177
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 1172
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# 1075
joeddav / devol
Genetic neural architecture search with Keras
automl computer-vision deep-learning genetic-algorithm keras machine-learning neural-architecture-search
Language:Python 947
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 876
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 824
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++ 793
thieu1995 / mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
arithmetic-optimization-algorithm bio-inspired-optimization differential-evolution equilibrium-optimizer genetic-algorithm grey-wolf-optimizer harris-hawks-optimization harris-hawks-optimizationg henry-gas-solubility-optimization hunger-games-search location-optimization metaheuristics nature-inspired-algorithms particle-swarm-optimization production-planning schedule-optimization slime-mould-algorithm supply-chain-optimization swarm-intelligence whale-optimization
Language:Python 773
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 740
nemanja-m / gaps
A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
genetic-algorithm puzzle-solver
Language:Python 711
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 710
invaderz
victorqribeiro / invaderz
Space invaders, but the invaders evolve with genetic algorithm
genetic-algorithm space-invaders game javascript evolution evolutionary-algorithm
Language:JavaScript 709
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 605
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 599
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 574
SymbolicRegression.jl
MilesCranmer / SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning sciml symbolic symbolic-computation symbolic-regression
Language:Julia 544
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 511
yanshengjia / artificial-intelligence
Awesome Artificial Intelligence Projects
artificial-intelligence genetic-algorithm neural-network heuristic-search face-recognition tensorflow
Language:Jupyter Notebook 464
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 390
c3rb3ru5d3d53c / binlex
A Binary Genetic Traits Lexer Framework
malware malware-research malware-analysis yara genetic-algorithm machine-learning genetic-programming reverse-engineering
Language:C++ 383
Shuai-Xie / genetic-algorithm
遗传算法 - Matlab
genetic-algorithm matlab
Language:MATLAB 381