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gda_data.h
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gda_data.h
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//
// Created by Xun Li on 2019-11-27.
//
#ifndef GEODA_GDA_DATA_H
#define GEODA_GDA_DATA_H
#include <vector>
// APIs for data processing
std::vector<std::vector<double>>
gda_demean(const std::vector<std::vector<double>> &data);
std::vector<std::vector<double>>
gda_standardize(const std::vector<std::vector<double>> &data);
std::vector<std::vector<double>>
gda_standardize_mad(const std::vector<std::vector<double>> &data);
std::vector<double> gda_naturalbreaks(int k, const std::vector<double> &data,
const std::vector<bool> &undefs);
std::vector<double> gda_quantilebreaks(int k, const std::vector<double> &data,
const std::vector<bool> &undefs);
std::vector<double> gda_hinge15breaks(const std::vector<double> &data,
const std::vector<bool> &undefs);
std::vector<double> gda_hinge30breaks(const std::vector<double> &data,
const std::vector<bool> &undefs);
std::vector<double> gda_percentilebreaks(const std::vector<double> &data,
const std::vector<bool> &undefs);
std::vector<double> gda_stddevbreaks(const std::vector<double> &data,
const std::vector<bool> &undefs);
void gda_transform_inplace(std::vector<double> &vals,
const std::string &method);
bool gda_rateStandardizeEB(const std::vector<double> &P,
const std::vector<double> &E,
std::vector<double> &results,
std::vector<bool> &undefined);
bool gda_rateSmootherEBS(const std::vector<double> &P,
const std::vector<double> &E,
std::vector<double> &results,
std::vector<bool> &undefined);
#endif // GEODA_GDA_DATA_H