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28 lines
870 B
C++
28 lines
870 B
C++
#ifndef DISCRETIZER_H
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#define DISCRETIZER_H
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#include <string>
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#include <algorithm>
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#include <torch/torch.h>
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#include "typesFImdlp.h"
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namespace mdlp {
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class Discretizer {
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public:
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Discretizer() = default;
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virtual ~Discretizer() = default;
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inline cutPoints_t getCutPoints() const { return cutPoints; };
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virtual void fit(samples_t& X_, labels_t& y_) = 0;
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labels_t& transform(const samples_t& data);
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labels_t& fit_transform(samples_t& X_, labels_t& y_);
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void fit_t(torch::Tensor& X_, torch::Tensor& y_);
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torch::Tensor transform_t(torch::Tensor& X_);
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torch::Tensor fit_transform_t(torch::Tensor& X_, torch::Tensor& y_);
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static inline std::string version() { return "1.2.1"; };
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protected:
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labels_t discretizedData = labels_t();
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cutPoints_t cutPoints;
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};
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}
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#endif
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