cleaning methods and refactoring abstract classes...
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@@ -13,13 +13,13 @@ class X: public Shin::NeuronNetwork::Problem
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int main()
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{
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srand(time(NULL));
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for (int test=0;test<2;test++)
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{
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Shin::NeuronNetwork::FeedForward q({2,3,1});
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Shin::NeuronNetwork::Learning::BackPropagation b(q);
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srand(time(NULL));
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std::vector<std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution> > set;
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({0,0}),Shin::NeuronNetwork::Solution({0})));
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({1,0}),Shin::NeuronNetwork::Solution({1})));
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@@ -28,7 +28,7 @@ int main()
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if(test)
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{
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std::cerr << "Testing with entropy\n";
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b.allowEntropy();
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b.allowNoise();
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}else
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{
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std::cerr << "Testing without entropy\n";
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@@ -13,41 +13,29 @@ class X: public Shin::NeuronNetwork::Problem
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int main()
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{
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srand(time(NULL));
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for (int test=0;test<2;test++)
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{
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Shin::NeuronNetwork::FeedForward q({2,40,1});
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Shin::NeuronNetwork::Learning::OpticalBackPropagation b(q);
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b.setLearningCoeficient(0.1);
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srand(time(NULL));
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std::vector<Shin::NeuronNetwork::Solution*> s;
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std::vector<Shin::NeuronNetwork::Problem*> p;
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s.push_back(new Shin::NeuronNetwork::Solution(std::vector<float>({0})));
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p.push_back(new X(std::vector<float>({0,0})));
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s.push_back( new Shin::NeuronNetwork::Solution(std::vector<float>({1})));
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p.push_back( new X(std::vector<float>({1,0})));
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s.push_back(new Shin::NeuronNetwork::Solution(std::vector<float>({0})));
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p.push_back(new X(std::vector<float>({1,1})));
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s.push_back( new Shin::NeuronNetwork::Solution(std::vector<float>({1})));
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p.push_back( new X(std::vector<float>({0,1})));
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b.debugOn();
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std::vector<std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution> > set;
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({0,0}),Shin::NeuronNetwork::Solution({0})));
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({1,0}),Shin::NeuronNetwork::Solution({1})));
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({1,1}),Shin::NeuronNetwork::Solution({0})));
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set.push_back(std::pair<Shin::NeuronNetwork::Problem, Shin::NeuronNetwork::Solution>(Shin::NeuronNetwork::Problem({0,1}),Shin::NeuronNetwork::Solution({1})));
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if(test)
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{
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std::cerr << "Testing with entropy\n";
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b.allowEntropy();
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b.allowNoise();
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}else
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{
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std::cerr << "Testing without entropy\n";
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}
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b.setLearningCoeficient(0.1);
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for(int j=0;;j++)
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{
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double err=b.teachSet(p,s);
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double err=b.teachSet(set);
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if(err <0.3)
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{
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// b.setLearningCoeficient(5);
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@@ -61,8 +49,8 @@ int main()
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std::cerr << j << "(" << err <<"):\n";
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for(int i=0;i<4;i++)
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{
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std::cerr << "\t" << i%4 <<". FOR: [" << p[i%4]->operator[](0) << "," <<p[i%4]->operator[](1) << "] res: " <<
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q.solve(*p[i%4])[0] << " should be " << s[i%4]->operator[](0)<<"\n";
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std::cerr << "\t" << i%4 <<". FOR: [" << set[i%4].first[0] << "," <<set[i%4].first[1] << "] res: " <<
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q.solve(set[i%4].first)[0] << " should be " << set[i%4].second[0]<<"\n";
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}
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}
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if(err <0.001)
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@@ -71,7 +71,7 @@ int main()
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if(test==1)
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{
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std::cerr << "Testing with entropy ...\n";
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b.getPropagator().allowEntropy();
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b.getPropagator().allowNoise();
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}else
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{
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std::cerr << "Testing without entropy ...\n";
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