require File.dirname(__FILE__) + '/training_patterns'
require File.dirname(__FILE__) + '/patterns_with_noise'
require File.dirname(__FILE__) + '/patterns_with_base_noise'
require File.dirname(__FILE__) + '/../../lib/ai4r/neural_network/backpropagation'

examples = [
    [[0, 0], [0, 1]],
    [[0, 1], [1, 0]],
    [[1, 0], [1, 0]],
    [[1, 1], [0, 0]]
]

net = Ai4r::NeuralNetwork::Backpropagation.new([2, 1, 2, 1])

i=0
200.times {
    examples.each do |ex|
        2000.times {net.train(ex[0], [ex[1].first])}
    end
    puts(i=i+1)
}

examples.each do |ex|
    print ex[0], ' => ', net.eval(ex[0]).inspect, ', should be ', ex[1].first, "\n"
end