#include <iostream>
#include "annclasses.h"

using namespace std;


int main(int argc, char *argv[])
{
    Tools::activate_randomness();


    cout << "Bonjour et bienvenu" << endl;
    
    Network network(2, 3);/*
    network.print();
    cout << endl << endl;
    network.train({1.0,1.0,1.0}, {1.0,2.0,3.0}, 0.001, 100000);
    //network.print();
    cout << endl << endl;
    network.print();*/
    network.train({{1.0,1.0,1.0},{2.0,1.0,1.0}}, {{1.0,2.0,3.0},{1.0,2.0,6.0}}, 0.001, 1000000, 1);
    cout << "Network has " << network.get_neurons_number() << " neurons" << endl;
    for(auto e : network.predict({{1.0,1.0,1.0},{2.0,1.0,1.0}},true))
    {
        cout << e << " " << endl;
    }

    //vector<vector<float>> v(5);
    //cout << v.at(0).size() << endl;

    return 0;
}