PyGAD is an open-source easy-to-use Python 3 library for building the genetic algorithm and optimizing machine learning algorithms. It supports Keras and PyTorch. PyGAD supports optimizing both single-objective and multi-objective problems. PyGAD supports different types of crossover, mutation, and parent selection. PyGAD allows different types of problems to be optimized using the genetic algorithm by customizing the fitness function.

Features

  • The library is under active development and more features are added regularly
  • Documentation available
  • To install PyGAD, simply use pip to download and install the library from PyPI
  • PyGAD Source Code
  • Examples available
  • Implement Genetic Algorithm in Python
  • Build Neural Networks in Python

Project Samples

PyGAD Screenshot 1

Project Activity

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Categories

Machine Learning

License

BSD License

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PyGAD Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-14
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