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Search results for python genetic algorithm
genetic-algorithm
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python
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283 search results found
Scikit Opt
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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)
Pymoo
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1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Poker
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1,777
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:
Pysr
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1,580
High-Performance Symbolic Regression in Python and Julia
Geneticalgorithmpython
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1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Eiten
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1,557
Statistical and Algorithmic Investing Strategies for Everyone
Evolutionary Algorithm
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1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
Devol
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910
Genetic neural architecture search with Keras
Pagmo2
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759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Gaft
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676
A Genetic Algorithm Framework in Python
Gaps
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656
A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀
Mealpy
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638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
Dissecting Reinforcement Learning
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585
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Numpycnn
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531
Building Convolutional Neural Networks From Scratch using NumPy
Solid
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518
🎯 A comprehensive gradient-free optimization framework written in Python
Neural Network Genetic Algorithm
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516
Evolving a neural network with a genetic algorithm.
Py Ga Vrptw
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470
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
Featureselectionga
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274
Feature Selection using Genetic Algorithm (DEAP Framework)
Japonicus
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264
Genetic Algorithm for Gekko Trading Bot.
Circle Evolution
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256
Evolutionary Art Using Circles in Python
Zoofs
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213
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.
Neuralgenetic
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201
Building and training artificial neural networks (regression or classification) using the genetic algorithm.
Genetic Cnn
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197
CNN architecture exploration using Genetic Algorithm
Bluepyopt
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190
Blue Brain Python Optimisation Library
Wrapper Feature Selection Toolbox Python
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170
This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.
Ai_plays_snake
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134
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
Lexiconjure
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129
Twitter bot generating invented words and definitions using RNN + genetic algorithm
Bot Evolution
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128
An interesting display of evolution through neural networks and a genetic algorithm
Nsga Ii
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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.
Operon
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107
C++ Large Scale Genetic Programming
Openclga
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105
A Python Library for Genetic Algorithm on OpenCL
Pytsp
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98
A 2D/3D visualization of the Traveling Salesman Problem main heuristics
Numpyann
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95
Implementation of Artificial Neural Networks using NumPy
Grokking Artificial Intelligence Algorithms
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91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Cross Adaptive Audio
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90
Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects
Pytorch Neat
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80
A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm
Gentun
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80
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
Torchga
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78
Train PyTorch Models using the Genetic Algorithm with PyGAD
Ec Kity
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78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Flappy Bird Genetic Algorithms
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75
Use genetic algorithms to train flappy bird
Super Mario Neat
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74
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Mergelife
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73
Evolve complex cellular automata with a genetic algorithm.
Tiny_gp
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73
Tiny Genetic Programming in Python
Slitherin
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70
AI research environment for the game of Snake 🐍 .
Geneticalgorithmsrepo
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69
Genetic algorithm packages for optimization in Python.
Emoji Art Generator
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68
Use a genetic algorithm to evolve an image by putting emojies on a canvas
Expr_codegen
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67
codegen from expression to others, such as polars, pandas
Geneticalgorithmforfeatureselection
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60
Search the best feature subset for you classification mode
Geneal
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58
A genetic algorithm implementation in python
Cgp Cnn
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55
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Acl20 Ref Free Eval
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52
SUPERT: Unsupervised multi-document summarization evaluation & generation
Minos
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51
Deep learning, architecture and hyper parameters search with genetic algorithms
Ruck
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50
🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
Vehicleroutingproblem
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47
Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools
Reinforced Genetic Algorithm
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46
Structure-based Drug Design; Reinforcement Learning and Genetic Algorithm
Dino Ml
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46
🦎 Simple AI to teach Google Chrome's offline dino to jump obstacles
Genetic Algorithm For Job Shop Scheduling And Nsga Ii
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45
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
Tsp Genetic Python
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44
A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga
Genetic Algorithms
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44
This repository belongs to the youtube videos "What are Genetic Algorithms" (https://youtu.be/uQj5UNhCPuo) and "Genetic Algorithm from Scratch in Python" (https://youtu.be/nhT56blfRpE). If you haven't seen it, please consider watching part one of this series, to get a better understanding of this code.
Gari
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43
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Modest Py
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42
FMI-compliant Model Estimation in Python
Gadma
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41
Genetic Algorithm for Demographic Model Analysis
Geneticalgorithmuniversityclassscheduler
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41
A class scheduler using adaptive-elitist genetic algorithm.
Easyga
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40
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.
Deephyperneat
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39
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report1
Fliscopt
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36
Algorithms for flight scheduling optimization.
Kerasga
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35
Training Keras Models by the Genetic Algorithm using PyGAD
Carai Demo
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33
使用浅层神经网络和遗传算法训练一个可以自动驾驶小车的Demo
Finch
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31
🐤The next evolution of, well, evolution.
N Queen Problem Using Genetic Algorithm
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30
Solving N-Queen problem using Genetic Algorithm
Autocnn
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30
This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper
Biopy
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29
Biologically-Inspired and Machine Learning Algorithms written in Python
Tsp Vrp Genetics Algorithm
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28
Implementation of TSP and VRP algorithms using a Genetic Algorithm
Applied Machine Learning Course
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28
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
Geneticalgorithmfeatureselection
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27
A simple example of how a genetic algorithm can be used to select the optimal subset of features to use for machine learning problems.
Optimal
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27
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.
Sample Travelling Salesman
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27
Genetic Algorithm On K Means Clustering
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27
Implementing Genetic Algorithm on K-Means and compare with K-Means++
Meta_intelligence
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27
AI research environment for program generation.
Cgp Cnn Pytorch
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27
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Gasp Python
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26
Genetic algorithm for structure and phase prediction interfaced to GULP, LAMMPS and VASP.
Sopt
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26
sopt:A simple python optimization library
Neat Python
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25
Genetic learning algorithm implementation for simulations, games, or general machine learning problems
Genetics Experiments
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25
My experiments with genetic algorithms
Codart
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25
Source Code Automated Refactoring Toolkit
Ga Cnn
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25
In this project, I will demonstrate how to combine Genetic Algorithm with Convolutional Neural Network
Featurereductiongenetic
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25
Feature reduction using genetic algorithm
Ga_bp
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24
a back propagation neural network with genetic algorithm
Propulate
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24
Propulate is an asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
Hybrid Genetic Algorithm Simulated Annealing For Presentation Scheduling
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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.
Glycosylator
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23
Framework for the rapid modeling glycans and glycoproteins.
Mafese
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23
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
Wargames
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22
Two agents shooting at each other, controlled by a neural network optimized with a genetic algorithm.
Metaheuristic Training Networks
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21
An implementation of various metaheuristics adapted to train neural networks
Kivyandroidclassification
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21
Image Classification for Android using Artificial Neural Network using NumPy and Kivy.
Flappy Bird Genetic Algorithm
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21
An implementation of genetic algorithm on the flappy bird game.
Shape Recognition
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20
Neural Network to detect 2D shapes
Neuro Evolution
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20
A project on improving Neural Networks performance by using Genetic Algorithms.
Computational Intelligence Tutorials
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20
This is the repository of codes written in class.
Training Snake Game With Genetic Algorithm
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20
training snake game using neural network and genetic algorithm
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