class

ML::NeuralNetwork

Inherits ML::Predictor < Reference < Object

Simple feedforward neural network

Constructors

new(layer_sizes : Array(Int32), learning_rate : Float64 = 0.01)
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Instance methods

layers
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learning_rate
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load_weights(weights : Array(Array(Array(Float64))))

Load network weights

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predict(input : Array(Float64)) : Array(Float64)

Forward propagation

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save_weights

Save network weights

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train(data : TrainingData, epochs : Int32 = 100)

Train the network

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train_online(input : Array(Float64), target : Array(Float64))

Train on single example (online learning)

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