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mazzol_a
2025-06-10 16:09:06 +02:00
parent efd2338f54
commit f9751902a2
87 changed files with 1710 additions and 1639 deletions
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65
include/aare/Fit.hpp
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@ -23,16 +23,19 @@ NDArray<double, 1> scurve2(NDView<double, 1> x, NDView<double, 1> par);
} // namespace func
/**
* @brief Estimate the initial parameters for a Gaussian fit
*/
std::array<double, 3> gaus_init_par(const NDView<double, 1> x, const NDView<double, 1> y);
std::array<double, 3> gaus_init_par(const NDView<double, 1> x,
const NDView<double, 1> y);
std::array<double, 2> pol1_init_par(const NDView<double, 1> x, const NDView<double, 1> y);
std::array<double, 2> pol1_init_par(const NDView<double, 1> x,
const NDView<double, 1> y);
std::array<double, 6> scurve_init_par(const NDView<double, 1> x, const NDView<double, 1> y);
std::array<double, 6> scurve2_init_par(const NDView<double, 1> x, const NDView<double, 1> y);
std::array<double, 6> scurve_init_par(const NDView<double, 1> x,
const NDView<double, 1> y);
std::array<double, 6> scurve2_init_par(const NDView<double, 1> x,
const NDView<double, 1> y);
static constexpr int DEFAULT_NUM_THREADS = 4;
@ -43,7 +46,6 @@ static constexpr int DEFAULT_NUM_THREADS = 4;
*/
NDArray<double, 1> fit_gaus(NDView<double, 1> x, NDView<double, 1> y);
/**
* @brief Fit a 1D Gaussian to each pixel. Data layout [row, col, values]
* @param x x values
@ -54,9 +56,6 @@ NDArray<double, 1> fit_gaus(NDView<double, 1> x, NDView<double, 1> y);
NDArray<double, 3> fit_gaus(NDView<double, 1> x, NDView<double, 3> y,
int n_threads = DEFAULT_NUM_THREADS);
/**
* @brief Fit a 1D Gaussian with error estimates
* @param x x values
@ -67,7 +66,7 @@ NDArray<double, 3> fit_gaus(NDView<double, 1> x, NDView<double, 3> y,
*/
void fit_gaus(NDView<double, 1> x, NDView<double, 1> y, NDView<double, 1> y_err,
NDView<double, 1> par_out, NDView<double, 1> par_err_out,
double& chi2);
double &chi2);
/**
* @brief Fit a 1D Gaussian to each pixel with error estimates. Data layout
@ -80,9 +79,8 @@ void fit_gaus(NDView<double, 1> x, NDView<double, 1> y, NDView<double, 1> y_err,
* @param n_threads number of threads to use
*/
void fit_gaus(NDView<double, 1> x, NDView<double, 3> y, NDView<double, 3> y_err,
NDView<double, 3> par_out, NDView<double, 3> par_err_out, NDView<double, 2> chi2_out,
int n_threads = DEFAULT_NUM_THREADS
);
NDView<double, 3> par_out, NDView<double, 3> par_err_out,
NDView<double, 2> chi2_out, int n_threads = DEFAULT_NUM_THREADS);
NDArray<double, 1> fit_pol1(NDView<double, 1> x, NDView<double, 1> y);
@ -90,26 +88,33 @@ NDArray<double, 3> fit_pol1(NDView<double, 1> x, NDView<double, 3> y,
int n_threads = DEFAULT_NUM_THREADS);
void fit_pol1(NDView<double, 1> x, NDView<double, 1> y, NDView<double, 1> y_err,
NDView<double, 1> par_out, NDView<double, 1> par_err_out, double& chi2);
NDView<double, 1> par_out, NDView<double, 1> par_err_out,
double &chi2);
// TODO! not sure we need to offer the different version in C++
void fit_pol1(NDView<double, 1> x, NDView<double, 3> y, NDView<double, 3> y_err,
NDView<double, 3> par_out, NDView<double, 3> par_err_out,NDView<double, 2> chi2_out,
int n_threads = DEFAULT_NUM_THREADS);
NDView<double, 3> par_out, NDView<double, 3> par_err_out,
NDView<double, 2> chi2_out, int n_threads = DEFAULT_NUM_THREADS);
NDArray<double, 1> fit_scurve(NDView<double, 1> x, NDView<double, 1> y);
NDArray<double, 3> fit_scurve(NDView<double, 1> x, NDView<double, 3> y, int n_threads);
void fit_scurve(NDView<double, 1> x, NDView<double, 1> y, NDView<double, 1> y_err,
NDView<double, 1> par_out, NDView<double, 1> par_err_out, double& chi2);
void fit_scurve(NDView<double, 1> x, NDView<double, 3> y, NDView<double, 3> y_err,
NDView<double, 3> par_out, NDView<double, 3> par_err_out, NDView<double, 2> chi2_out,
int n_threads);
NDArray<double, 1> fit_scurve(NDView<double, 1> x, NDView<double, 1> y);
NDArray<double, 3> fit_scurve(NDView<double, 1> x, NDView<double, 3> y,
int n_threads);
void fit_scurve(NDView<double, 1> x, NDView<double, 1> y,
NDView<double, 1> y_err, NDView<double, 1> par_out,
NDView<double, 1> par_err_out, double &chi2);
void fit_scurve(NDView<double, 1> x, NDView<double, 3> y,
NDView<double, 3> y_err, NDView<double, 3> par_out,
NDView<double, 3> par_err_out, NDView<double, 2> chi2_out,
int n_threads);
NDArray<double, 1> fit_scurve2(NDView<double, 1> x, NDView<double, 1> y);
NDArray<double, 3> fit_scurve2(NDView<double, 1> x, NDView<double, 3> y, int n_threads);
void fit_scurve2(NDView<double, 1> x, NDView<double, 1> y, NDView<double, 1> y_err,
NDView<double, 1> par_out, NDView<double, 1> par_err_out, double& chi2);
void fit_scurve2(NDView<double, 1> x, NDView<double, 3> y, NDView<double, 3> y_err,
NDView<double, 3> par_out, NDView<double, 3> par_err_out, NDView<double, 2> chi2_out,
int n_threads);
NDArray<double, 1> fit_scurve2(NDView<double, 1> x, NDView<double, 1> y);
NDArray<double, 3> fit_scurve2(NDView<double, 1> x, NDView<double, 3> y,
int n_threads);
void fit_scurve2(NDView<double, 1> x, NDView<double, 1> y,
NDView<double, 1> y_err, NDView<double, 1> par_out,
NDView<double, 1> par_err_out, double &chi2);
void fit_scurve2(NDView<double, 1> x, NDView<double, 3> y,
NDView<double, 3> y_err, NDView<double, 3> par_out,
NDView<double, 3> par_err_out, NDView<double, 2> chi2_out,
int n_threads);
} // namespace aare