40 lines
936 B
C++
40 lines
936 B
C++
#include "../src/NeuralNetwork/FeedForward"
|
|
#include "../src/NeuralNetwork/Learning/BackPropagation"
|
|
|
|
#include <iostream>
|
|
#include <vector>
|
|
|
|
class X: public Shin::Problem
|
|
{
|
|
public:
|
|
X(const X& a) :Problem(a.data) {}
|
|
X(const std::vector<float> &a):Problem(a) {}
|
|
};
|
|
|
|
int main(int argc, char**)
|
|
{
|
|
srand(time(NULL));
|
|
std::vector<Shin::Solution> s;
|
|
std::vector<X> p;
|
|
|
|
//
|
|
s.push_back(Shin::Solution(std::vector<float>({1})));
|
|
p.push_back(X(std::vector<float>({0})));
|
|
|
|
s.push_back(Shin::Solution(std::vector<float>({0})));
|
|
p.push_back(X(std::vector<float>({1})));
|
|
|
|
Shin::NeuralNetwork::FeedForward q({1,5000,5000,5000,1});
|
|
Shin::NeuralNetwork::Learning::BackPropagation b(q);
|
|
|
|
if(argc >1)
|
|
{
|
|
std::cerr << "Allowing threadnig\n";
|
|
b.allowThreading();
|
|
}
|
|
for(int i=0;i<2;i++)
|
|
{
|
|
b.teach(p[i%2],s[i%2]);
|
|
std::cerr << i%2 <<". FOR: [" << p[i%2][0] << "] res: " << q.solve(p[i%2])[0] << " should be " << s[i%2][0]<<"\n";
|
|
}
|
|
} |