Function error

examples/machine_learning/deep_belief_net.cpp:32–35

Cost function

// Cost function
double error(const array &out, const array &pred) {
    array dif = (out - pred);
    return sqrt((double)(sum<float>(dif * dif)));
}

array sigmoid_binary(const array in) {
    // Choosing "1" with probability sigmoid(in)