ev7ab

Evolution laboratory of genetic algorithm.

Lab generates and variates parameters of neural network to reach the target. To do this need to prepare a Producer which defines execution conditions. Producer rates result value of the solution by set of values or algorithm, like game, or whatever.

To try lab in action build one of the examples, that utilize a ready-to-use application.

Documentation

Installation

go get -u github.com/at7as/ev7ab/...

Usage

First of all you need to implement Producer interface. Than create lab instance, add project layout and run examine, like this:

l := lab.New(&producer{})
l.ProjectAdd(project)
l.Run()

But this example does not work as expected because lab.Run() execute goroutine. For really works complex examples see next section.

Examples

App package is an example for using lab package. Examples dir contains several solutions for different typical tasks.

Roadmap

Some features may be released later:

• Convolution Node type
• Linear Node type
• Backpropogation
• Gradient descent

License

This project is licensed under the terms of the BSD-style license that can be found in the LICENSE file.