pygad 开源项目推荐（38 个）

ahmedfgad /GeneticAlgorithmPython

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

ahmedfgad /NumPyCNN

Building Convolutional Neural Networks From Scratch using NumPy

ahmedfgad /NeuralGenetic

使用遗传算法构建和训练人工神经网络（回归或分类）。

ahmedfgad /NumPyANN

Implementation of Artificial Neural Networks using NumPy

ahmedfgad /TorchGA

Train PyTorch Models using the Genetic Algorithm with PyGAD

mck-sbs /PyConSys

Python Control System : Create control loops and let the AI set the PID parameters

ahmedfgad /KerasGA

Training Keras Models by the Genetic Algorithm using PyGAD

ShreyaSev /Evolutionary-Algorithms-for-Neural-Network-Weight-Optimisation-

This repo contains the code for neural network weight optimisation using 4 evolutionary algorithms.

esp-l /LazyWaveOpt

Python-based optimisation tool for configuring lazy-wave dynamic power cables using PyGAD and static simulations in OrcaFlex.

BryanDedeur /metaga-route-inspection-solver

A metaheuristic genetic algorithm route inspection problem solver for research purposes

ch4rc0al1080 /FlappyBirdGA

Use genetic algorithm to train neuro network to play flappy bird game

mstapaj /Inteligencja_Obliczeniowa_Projekt_I

一个使用遗传算法和群智能解决无图谜题的项目。该项目比较了不同尺寸的非图图不同解决方案的性能和质量。该程序是使用pygad和pyswarmers包用Python编写的。

ahmedfgad /GeneticArtist

Automatically redraw any image into a painting by means of artificial evolution using the genetic algorithm with PyGAD.

StudyJio /matching-algorithm

This genetic matching algorithm uses the PyGAD library to group users of StudyJio into groups of five.

Pawkooo13 /N_Queens_Puzzle

Solving n queens puzzle with genetic algorithm.

Gdahuks /Image_contrast_enhancement

ImageContrastEnhancement is a demonstration of the capabilities of convolutional genetic algorithms in image processing, specifically in the area of contrast enhancement.

petomuro /Snake-GA

Snake GA - Genetic algorithm that solves the Snake game. GA was implemented by PyGAD library available for Python, neural networks was created in Keras and game was created in Pygame.

rnogy /mnist-GA

Train a very small mnist model with genetic algorithm.

yuyu520suki /rc-frame-genetic-optimization

基于自适应遗传算法的钢筋混凝土框架截面优化工具，集成二维有限元分析、P–M 承载力验算、多进程求解、Tkinter GUI 与 Word/Excel 报表。RC frame optimization with adaptive genetic algorithms.

modeling-simulation-and-optimization /project

Mathematical model, brute-force algorithm, and evolutionary algorithm for solving the internet shopping optimization problem