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57 search results found

Smile ⭐ 5,833

Statistical Machine Intelligence & Learning Engine

Scikit Opt ⭐ 4,648

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

High-Performance Symbolic Regression in Python and Julia

Geneticalgorithmpython ⭐ 1,564

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Machine Learning Flappy Bird ⭐ 1,443

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Geneticsharp ⭐ 1,159

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

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Jenetics ⭐ 806

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Snakefusion ⭐ 715

Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake, this is how I did it

A Genetic Algorithm Framework in Python

A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

Numpycnn ⭐ 531

Building Convolutional Neural Networks From Scratch using NumPy

🎯 A comprehensive gradient-free optimization framework written in Python

Neural Network Genetic Algorithm ⭐ 516

Evolving a neural network with a genetic algorithm.

Evolutionary.jl ⭐ 290

Evolutionary & genetic algorithms for Julia

Featureselectionga ⭐ 274

Feature Selection using Genetic Algorithm (DEAP Framework)

Ml Games ⭐ 238

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

Path_planning ⭐ 234

This repository contains path planning algorithms in C++ for a grid based search.

Neuralgenetic ⭐ 201

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

Hgs Cvrp ⭐ 200

Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

Genetic Cnn ⭐ 197

CNN architecture exploration using Genetic Algorithm

Polygen ⭐ 172

genetic algorithm for approximating an image with polygons (Golang)

Ai_plays_snake ⭐ 134

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Lexiconjure ⭐ 129

Twitter bot generating invented words and definitions using RNN + genetic algorithm

Genetic algorithm for unsupervised machine learning in Go.

Genetic Algorithm ⭐ 109

Generic implementation of genetic algorithm in Java.

Nsga Ii ⭐ 107

This is a python implementation of NSGA-II algorithm. NSGA is a popular non-domination based genetic algorithm for multi-objective optimization. It is a very effective algorithm but has been generally criticized for its computational complexity, lack of elitism and for choosing the optimal parameter value for sharing parameter σshare. A modified version, NSGA II was developed, which has a better sorting algorithm , incorporates elitism and no sharing parameter needs to be chosen a priori.

Rusty Genes ⭐ 107

Genetic algorithm implementations in Rust with animated visualizations

Neural Network Snake ⭐ 107

Java program that uses a genetic algorithm to train snakes: https://www.youtube.com/watch?v=BBLJFYr7zB8

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

Numpyann ⭐ 95

Implementation of Artificial Neural Networks using NumPy

Grokking Artificial Intelligence Algorithms ⭐ 91

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

Evolutionary Algorithms Framework

Genetic Algorithm Montage ⭐ 84

genetic algorithm for self-referential image approximation.

Neural Network ⭐ 84

A demonstration of Neural Networks and Genetic Algorithms using C++.

An R package for optimization using genetic algorithms

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

Reactive Trader ⭐ 82

In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

Rubikswift ⭐ 79

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

Train PyTorch Models using the Genetic Algorithm with PyGAD

Flappy Bird Genetic Algorithms ⭐ 75

Use genetic algorithms to train flappy bird

Evolutionary Neural Networks On Unity For Bots ⭐ 73

Neural networks + Genetic algorithm on unity

Purely functional genetic algorithms for multi-objective optimisation

Simple genetic algorithms in Go

Rust Genetic Algorithm ⭐ 61

A genetic algorithm for bechmark problems, written to learn Rust.

General genetic algorithms for Ruby

Route Optimizer Machine Learning ⭐ 58

Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.

Genetic Algorithm Rnn ⭐ 57

Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration

Liboptimization ⭐ 52

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

Blazorai ⭐ 52

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

Blomster ⭐ 51

A Genetic Algorithm of Flowers

Coral Growth ⭐ 49

A new coral growth model evolved with genetic algorithm.

Texgenpack ⭐ 48

Compress, decompress and convert texure files using a genetic algorithm. Supports KTX, DDS, ETC2, BC6/BC7 etc.

Vehicleroutingproblem ⭐ 47

Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools

Algorithmimplementations ⭐ 47

Implementation of Elementary Algorithms (infix-prefix-postfix-evaluation-to-longest-common

Genetic Algorithm For Job Shop Scheduling And Nsga Ii ⭐ 45

Learning how to implement GA and NSGA-II for job shop scheduling problem in python

Ga Toolbox ⭐ 44

Genetic Algorithms Toolbox

Tsp Genetic Python ⭐ 44

A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga

Boxpacking ⭐ 43

R package for solving three-dimensional bin packing problem

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

Genetic Algorithm for Demographic Model Analysis

Geneticalgorithmuniversityclassscheduler ⭐ 41

A class scheduler using adaptive-elitist genetic algorithm.

Spark Of Life ⭐ 38

Example of running a Genetic Algorithm (Travelling Salesman) on Apache Spark

Swiftquantumcomputing ⭐ 37

Quantum circuit simulator in Swift

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

Training Keras Models by the Genetic Algorithm using PyGAD

Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms

Modern Fortran Edition of the Pikaia Genetic Algorithm

Stock Market Prediction Using Neural Networks And Genetic Algorithm ⭐ 33

Matlab Module for Stock Market Prediction using Simple NN

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper

N Queen Problem Using Genetic Algorithm ⭐ 30

Solving N-Queen problem using Genetic Algorithm

Sketch plugin - Interactive artificial evolutionary tool in order to help you come up with design suggestions that are similar to your initial design.

Biologically-Inspired and Machine Learning Algorithms written in Python

Graph Coloring ⭐ 28

Graph grounding for graph coloring algorithms such as Welsh Powell and Evolution algorithms like Harmony Search and Genetic

Tsp Vrp Genetics Algorithm ⭐ 28

Implementation of TSP and VRP algorithms using a Genetic Algorithm

Job Shop Scheduling Genetic Algorithm ⭐ 28

Job Shop Scheduling Solver using Genetic Algorithyms

A self-driving car implemented with neural networks and genetic algorithms (AI Course Project)

Genetic Algorithm On K Means Clustering ⭐ 27

Implementing Genetic Algorithm on K-Means and compare with K-Means++

Pid Autotune ⭐ 27

A self-tuning PID demonstration software using genetic algorithm

PHP Related Projects: Like simple PHP Genetic algorithm, LDAP login , Websockets and more

In this project, I will demonstrate how to combine Genetic Algorithm with Convolutional Neural Network

Featurereductiongenetic ⭐ 25

Feature reduction using genetic algorithm

Async Genetic ⭐ 25

A blazing fast and fully async genetic algorithm

Genetics Experiments ⭐ 25

My experiments with genetic algorithms

Neat Python ⭐ 25

Genetic learning algorithm implementation for simulations, games, or general machine learning problems

a back propagation neural network with genetic algorithm

Genetic Algorithm For The Traveling Salesman Problem ⭐ 24

A population based stochastic algorithm for solving the Traveling Salesman Problem.

Hybrid Genetic Algorithm Simulated Annealing For Presentation Scheduling ⭐ 24

This repository demonstrates how the Presentation Scheduling problem, which is analogous to the famous University Course Timetabling Problem (UCTP), can be solved using the Hybrid Genetic Algorithm-Simulated Annealing (HGASA) algorithm.

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

Wargames ⭐ 22

Two agents shooting at each other, controlled by a neural network optimized with a genetic algorithm.

Ai N Queens ⭐ 22

Solving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm.

Genetic_algorithm_for_scheduling ⭐ 22

Genetic Algorithm for Solving Software Project Scheduling Problems

Flappy Bird Genetic Algorithm ⭐ 21

An implementation of genetic algorithm on the flappy bird game.

Citius Invaders ⭐ 21

An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS

Revolver ⭐ 21

A framework for building fast genetic algorithms in Swift.

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