n_Dx.h

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#ifndef NODE_DIF_H
#define NODE_DIF_H
 
#include "node.h"
 
// There could be a potential problem with the use of loc and how the weights line up with the arguments as the methods I was using are different then the ones feat is using
// Need to remember for implementing auto-backprop that the arguments are in reverse order (top of the state is the last argument)
 
namespace FT{
namespace Pop{
namespace Op{
 
class NodeDx : public Node
{
    public:
        std::vector<float> W;
        std::vector<float> V;  
    
        virtual ~NodeDx();
 
        virtual ArrayXf getDerivative(Trace& state, int loc) = 0;
        
        void derivative(vector<ArrayXf>& gradients, Trace& state, int loc);
 
        void update(vector<ArrayXf>& gradients, Trace& state, float n, float a);
 
        void print_weight();
 
        bool isNodeDx();
};
// serialization
NLOHMANN_DEFINE_TYPE_NON_INTRUSIVE(NodeDx, name, otype, arity, complexity, visits, W, V)
}
}
}   
 
#endif