removing unused classes and attributes

src/NeuralNetwork/LayerNetwork.cpp

@@ -32,7 +32,7 @@ LayerNetworkNeuron& LayerNetworkLayer::operator[](const size_t& neuron)
 
 }
 
-LayerNetwork::LayerNetwork(std::initializer_list<size_t> s, double lam, LayerNetworkInitializer weightInit): ACyclicNetwork(lam),layers(s.size())
+LayerNetwork::LayerNetwork(std::initializer_list<size_t> s, double lam, LayerNetworkInitializer weightInit): Network(),layers(s.size())
 {
 	transfer = new ActivationFunction::ActivationFunction*[s.size()];
 	weights= new float**[s.size()];

src/NeuralNetwork/LayerNetwork.h

@@ -4,10 +4,7 @@
 #include "Network.h"
 
 #include "ActivationFunction/Sigmoid.h"
-#include "ActivationFunction/ActivationFunction.h"
 
-#include "BasisFunction/BasisFunction.h"
-#include "BasisFunction/StreamingBasisFunction.h"
 #include "BasisFunction/FeedForward.h"
 
 #include <vector>
@@ -93,7 +90,7 @@ namespace NeuralNetwork
 	 * Shin::Solution sol = net.solve(Shin::Problem(0.1)) // and finaly, solve Problem
 	 * @endcode
 	 */
-	class LayerNetwork:public ACyclicNetwork
+	class LayerNetwork:public Network
 	{
 		public:
 			/**
@@ -120,8 +117,11 @@ namespace NeuralNetwork
 			/**
 			 * @brief computes output Solution from input Problem
 			 */
+
+			virtual size_t size() const { return layers; };
+
 			virtual Shin::Solution solve(const Shin::Problem& p) override;
-			virtual size_t size() const override { return layers;};
+
 			virtual LayerNetworkLayer& operator[](const size_t& l) override;
 		protected:
 			void solvePart(float *newSolution, size_t begin, size_t end,size_t prevSize, float* sol,size_t layer);

src/NeuralNetwork/Network.h

@@ -49,7 +49,7 @@ namespace NeuralNetwork
 			 * @brief Constructor for Network
 			 * @param lam is parametr for many TransferFunctions
 			 */
-			inline Network(double lam):lambda(lam) {};
+			inline Network() {};
 
 			/**
 			 * @brief Virtual destructor for Network
@@ -85,40 +85,11 @@ namespace NeuralNetwork
 
 		protected:
 
-			/**
-			 * @brief Parametr for TransferFunctions
-			 */
-			float lambda;
-
 			/**
 			 * @brief Number of threads used by network
 			 */
 			unsigned threads=1;
 	};
 
-	/**
-	 * @author Tomas Cernik (Tom.Cernik@gmail.com)
-	 * @brief Abstract class for all Acyclic networks
-	 */
-
-	class ACyclicNetwork : public Network
-	{
-		public:
-
-			/**
-			 * @brief Constructor for Acyclic network
-			 * @param lam is parametr for many TransferFunctions
-			 */
-			inline ACyclicNetwork(double lam):Network(lam) {};
-
-			/**
-			 * @brief Returns size of ANN in layer
-			 * @returns Return number of layer in network
-			 */
-			virtual size_t size() const=0;
-		protected:
-		private:
-	};
-
 }
 #endif