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rmontanana/BayesNet

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BayesNet 1.0.5

Bayesian Network Classifiers using libtorch from scratch

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    1// ***************************************************************
    2// SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez
    3// SPDX-FileType: SOURCE
    4// SPDX-License-Identifier: MIT
    5// ***************************************************************
    6 
    7#ifndef SPnDE_H
    8#define SPnDE_H
    9#include <vector>
   10#include "Classifier.h"
   11 
   12namespace bayesnet {
   13    class SPnDE : public Classifier {
   14    public:
   15        explicit SPnDE(std::vector<int> parents);
   16        virtual ~SPnDE() = default;
   17        std::vector<std::string> graph(const std::string& name = "SPnDE") const override;
   18    protected:
   19        void buildModel(const torch::Tensor& weights) override;
   20    private:
   21        std::vector<int> parents;
   22 
   23 
   24    };
   25}
   26#endif

bayesnet
classifiers
SPnDE.h
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