Init

2026-07-13 23:23:11 +07:00
commit 6faf2694e6
9 changed files with 1239 additions and 0 deletions
@@ -0,0 +1,36 @@
+#pragma once
+
+#include <fstream>
+#include <vector>
+
+template<class T>
+class NeuronsNetworkBase
+{
+    double rate_train_ = 0.01;
+    std::vector<double> masses;
+    
+protected:
+    virtual double activation(double x) = 0;
+    
+    double& operator[](size_t index)
+    {
+        return masses[index];
+    }
+    
+public:
+    NeuronsNetworkBase(size_t count_neurons, double rate_train): 
+    rate_train_(rate_train)
+    {
+        masses.resize(count_neurons);
+    }
+    virtual ~NeuronsNetworkBase() = default;
+    
+    virtual void train(double error, const T& data) = 0;
+    
+    virtual double call(const T& data) = 0;
+    
+    double get_rate_train() const
+    {
+        return rate_train_;
+    }
+};