Fix Indentation

src/Layers/Layers.hpp

@@ -1,23 +1,23 @@
-    #pragma once
+#pragma once
-    #include <vector>
+#include <vector>
-    #include <utility>
+#include <utility>
 
-    class Layer {
+class Layer {
-    public:
+public:
     virtual void forward(const std::vector<double>& inputs, bool training) = 0;
     virtual void backward(std::vector<double>& dvalues) = 0;
     virtual std::pair<std::vector<std::vector<double>>, std::vector<std::vector<double>>> get_parameters() const = 0;
     virtual void set_parameters(const std::vector<std::vector<double>>& weights, const std::vector<std::vector<double>>& biases) = 0;
-    };
+};
 
-    class Layer_Dense : public Layer {
+class Layer_Dense : public Layer {
-    private:
+private:
     double weight_regularizer_l1, weight_regularizer_l2,
         bias_regularizer_l1, bias_regularizer_l2;
     std::vector<std::vector<double>> weights, biases;
     std::vector<double> inputs;
 
-    public:
+public:
     Layer_Dense(int n_inputs, int n_neurons,
                 double weight_regularizer_l1,
                 double weight_regularizer_l2,
@@ -28,26 +28,24 @@
     void backward(std::vector<double>& dvalues) override;
     std::pair<std::vector<std::vector<double>>, std::vector<std::vector<double>>> get_parameters() const override;
     void set_parameters(const std::vector<std::vector<double>>& weights, const std::vector<std::vector<double>>& biases) override;
-    };
+};
 
-    class Layer_Dropout : public Layer {
+class Layer_Dropout : public Layer {
-    private:
+private:
     double rate;
 
-    public:
+public:
     Layer_Dropout(double rate);
 
     void forward(const std::vector<double>& inputs, bool training) override;
     void backward(std::vector<double>& dvalues) override;
-    };
+};
 
 
-    class Layer_Input {
+class Layer_Input {
-    private:
+private:
     std::vector<double> output;
 
-    public:
+public:
     void forward(const std::vector<double>& inputs, bool training);
-    };
+};
-
-    // Add other Layer classes as needed