mirror of https://github.com/Relintai/pmlpp.git
55 lines
1.0 KiB
C++
55 lines
1.0 KiB
C++
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#ifndef MLPP_UNI_LIN_REG_H
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#define MLPP_UNI_LIN_REG_H
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//
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// UniLinReg.hpp
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//
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// Created by Marc Melikyan on 9/29/20.
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//
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#include "core/math/math_defs.h"
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#include "core/object/resource.h"
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#include "../lin_alg/mlpp_matrix.h"
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#include "../lin_alg/mlpp_vector.h"
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class MLPPUniLinReg : public Resource {
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GDCLASS(MLPPUniLinReg, Resource);
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public:
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Ref<MLPPVector> get_input_set() const;
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void set_input_set(const Ref<MLPPVector> &val);
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Ref<MLPPVector> get_output_set() const;
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void set_output_set(const Ref<MLPPVector> &val);
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real_t get_b0() const;
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void set_b0(const real_t val);
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real_t get_b1() const;
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void set_b1(const real_t val);
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void train();
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Ref<MLPPVector> model_set_test(const Ref<MLPPVector> &x);
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real_t model_test(real_t x);
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MLPPUniLinReg(const Ref<MLPPVector> &p_input_set, const Ref<MLPPVector> &p_output_set);
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MLPPUniLinReg();
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~MLPPUniLinReg();
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protected:
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static void _bind_methods();
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Ref<MLPPVector> _input_set;
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Ref<MLPPVector> _output_set;
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real_t _b0;
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real_t _b1;
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};
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#endif /* UniLinReg_hpp */
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