AI4R :: Artificial Intelligence for Ruby

AI4R is a collection of ruby algorithms implementations, covering several Artificial intelligence fields, and simple practical examples using them. It implements:

• Genetic algorithms
• Neural networks (Backpropagation networks)
• Automatic classifiers (Machine Learning)
  • ID3 (Decision Trees)
  • PRISM (J. Cendrowska, 1987)
  • OneR (AKA One Attribute Rule, 1R)
  • ZeroR

Genetic Algorithms
Optimization of the Travelling salesman problem (NP-hard problem)

Neural networks
Simple OCR (recognition of visual patterns)

Automatic classifiers
Automatic identification of relevant marketing targets

1. Install the gem:

gem install ai4r

2. Include require statements in your code:

require "rubygems"
require "ai4r/classifiers/id3"en 
require "ai4r/classifiers/prism"
require "ai4r/classifiers/one_r"
require "ai4r/classifiers/zero_r"
require "ai4r/neural_network/backpropagation"
require "ai4r/genetic_algorithm/genetic_algorithm"
      

If you have questions or constructive comments about this project, please post them in the forum. If you do not want to make it public, send it to me: Sergio Fierens, email address:

This software is provided "as is" and without any express or implied warranties, including, without limitation, the implied warranties of merchantibility and fitness for a particular purpose.