JEAT - A Java Port of the NEAT Algorithm

This is a Java port of the NEAT algorithm, which is a method for evolving artificial neural networks through a process that mimics biological evolution. The original algorithm was created by Kenneth O. Stanley and Risto Miikkulainen in 2002. This port is based on the original paper, which can be found here.

Installation

To use this library, you have to clone the repository and build the project with Maven. The project is not yet available on Maven Central.

Dependencies

This project uses the following dependencies:

• Lombok (♥ to the Lombok team)
• JetBrains Annotations

Planned Features

• Extensible activation functions
• Improve mutation
• Improve crossover
• Document the code
• Comment the code
• Documentation
• Tests
• Examples
• and more...