class Mirlo::ANN
Attributes
ann[R]
Public Class Methods
build(*args, &block)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 4 def self.build(*args, &block) instance = new(*args) instance.instance_eval(&block) instance.ann end
new(*args)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 10 def initialize(*args) @ann = Mirlo::MultilayerPerceptron.new(*args) end
Public Instance Methods
connect_with_last_layer(layer)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 38 def connect_with_last_layer(layer) previous_layer = @ann.layers.last previous_layer.next_layer = layer layer.previous_layer = previous_layer end
input_layer(n_inputs)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 18 def input_layer(n_inputs) @ann.input_layer = Mirlo::InputLayer.new(n_inputs) end
learning_rate(l_rate)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 14 def learning_rate(l_rate) @ann.learning_rate = l_rate end
output_layer(n_outputs)
click to toggle source
# File lib/mirlo/ann/ann.rb, line 30 def output_layer(n_outputs) output_layer = Mirlo::OutputLayer.new(n_outputs) connect_with_last_layer(output_layer) @ann.output_layer = output_layer end