Package zdenekdrahos.AI.NeuralNetwork.Builder

Examples of zdenekdrahos.AI.NeuralNetwork.Builder.NetworkBuilder.build()

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        }
    };

    public static INeuralNetwork getNetwork() {
        INetworkBuilder builder = new NetworkBuilder();
        INeuralNetwork network = builder.build(topology, activations);
        network.setWeights(weights);
        return network;
    }

    public static double[][][] getWeights() {
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        int[] topology = {1, 2, 1};
        Activations[] activations = {Activations.LIN, Activations.SIG, Activations.LIN};

        INetworkBuilder networkBuilder = new NetworkBuilder();
        INeuralNetwork network = networkBuilder.build(topology, activations);

        TrainingInput in = new TrainingInput();
        in.iterationsCount = 2000;
        in.learningRate = 0.1;
        in.momentum = 0;
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    public static void main(String[] args) {
        INetworkBuilder builder = new NetworkBuilder();
       
        int[] topology = {2, 3, 1};
        Activations[] activations = {Activations.LIN, Activations.TANH, Activations.LIN};       
        INeuralNetwork network = builder.build(topology, activations);
        Printing.printNetworkWeights(network);
       
        TrainingInput in = new TrainingInput();
        in.iterationsCount = 3000;
        in.learningRate = 0.8;
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