Neuron change

include/NeuralNetwork/FeedForward/Network.h

@@ -25,9 +25,23 @@ namespace FeedForward {
 			 * @param _outputSize is size of output from network
 			 * @param hiddenUnits is number of hiddenUnits to be created
 			 */
-			inline Network(size_t _inputSize):NeuralNetwork::Network() {
+			inline Network(size_t _inputSize):NeuralNetwork::Network(),layers() {
+				appendLayer(_inputSize);
 			};
 
+			Layer& appendLayer(std::size_t size=1) {
+				layers.push_back(Layer(size));
+
+				if(layers.size() > 1)
+					layers.back().setInputSize(layers[layers.size()-2].size());
+
+				return layers.back();
+			}
+
+			Layer& operator[](const std::size_t &id) {
+				return layers[id];
+			}
+
 			/**
 			 * @brief Virtual destructor for Network
 			 */
@@ -44,6 +58,19 @@ namespace FeedForward {
 			using NeuralNetwork::Network::stringify;
 
 			void stringify(std::ostream& out) const override {
+				out << "{"  << std::endl;
+				out << "\t \"class\": \"NeuralNetwork::FeedForward::Network\"," << std::endl;
+				out << "\t \"layers\": [" << std::endl;
+				bool first=true;
+				for(auto &layer:layers) {
+					if(!first) {
+						out << ",";
+					}
+					out << layer;
+					first=false;
+				}
+				out  << "]";
+				out << "}";
 			}
 
 		protected: