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32 lines
1.2 KiB
C++
32 lines
1.2 KiB
C++
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//
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// Reg.hpp
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//
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// Created by Marc Melikyan on 1/16/21.
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//
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#ifndef Reg_hpp
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#define Reg_hpp
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#include <vector>
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namespace MLPP{
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class Reg{
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public:
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double regTerm(std::vector<double> weights, double lambda, double alpha, std::string reg);
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double regTerm(std::vector<std::vector<double>> weights, double lambda, double alpha, std::string reg);
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std::vector<double> regWeights(std::vector<double> weights, double lambda, double alpha, std::string reg);
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std::vector<std::vector<double>> regWeights(std::vector<std::vector<double>> weights, double lambda, double alpha, std::string reg);
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std::vector<double> regDerivTerm(std::vector<double> weights, double lambda, double alpha, std::string reg);
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std::vector<std::vector<double>> regDerivTerm(std::vector<std::vector<double>>, double lambda, double alpha, std::string reg);
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private:
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double regDerivTerm(std::vector<double> weights, double lambda, double alpha, std::string reg, int j);
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double regDerivTerm(std::vector<std::vector<double>> weights, double lambda, double alpha, std::string reg, int i, int j);
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};
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}
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#endif /* Reg_hpp */
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