leastSquares.cc File Reference

#include <pybind11/pybind11.h>
#include "ndarray/pybind11.h"
#include "lsst/afw/math/LeastSquares.h"

Go to the source code of this file.

Functions
template<typename T1 , typename T2 , int C1, int C2>
void	declareLeastSquares (py::module &mod)
	PYBIND11_MODULE (leastSquares, mod)

Function Documentation

declareLeastSquares()

template<typename T1 , typename T2 , int C1, int C2>

void declareLeastSquares

(

py::module &

mod

)

Definition at line 38 of file leastSquares.cc.

                                        {
    py::class_<LeastSquares> cls(mod, "LeastSquares");
    py::enum_<LeastSquares::Factorization>(cls, "Factorization")
            .value("NORMAL_EIGENSYSTEM", LeastSquares::Factorization::NORMAL_EIGENSYSTEM)
            .value("NORMAL_CHOLESKY", LeastSquares::Factorization::NORMAL_CHOLESKY)
            .value("DIRECT_SVD", LeastSquares::Factorization::DIRECT_SVD)
            .export_values();
    cls.def_static("fromDesignMatrix",
                   (LeastSquares(*)(ndarray::Array<T1, 2, C1> const &, ndarray::Array<T2, 1, C2> const &,
                                    LeastSquares::Factorization)) &
                           LeastSquares::fromDesignMatrix<T1, T2, C1, C2>,
                   "design"_a, "data"_a, "factorization"_a = LeastSquares::NORMAL_EIGENSYSTEM);
    cls.def_static("fromNormalEquations",
                   (LeastSquares(*)(ndarray::Array<T1, 2, C1> const &, ndarray::Array<T2, 1, C2> const &,
                                    LeastSquares::Factorization)) &
                           LeastSquares::fromNormalEquations<T1, T2, C1, C2>,
                   "fisher"_a, "rhs"_a, "factorization"_a = LeastSquares::NORMAL_EIGENSYSTEM);
    cls.def("getRank", &LeastSquares::getRank);
    cls.def("setDesignMatrix",
            (void (LeastSquares::*)(ndarray::Array<T1, 2, C1> const &, ndarray::Array<T2, 1, C2> const &)) &
                    LeastSquares::setDesignMatrix<T1, T2, C1, C2>);
    cls.def("getDimension", &LeastSquares::getDimension);
    cls.def("setNormalEquations",
            (void (LeastSquares::*)(ndarray::Array<T1, 2, C1> const &, ndarray::Array<T2, 1, C2> const &)) &
                    LeastSquares::setNormalEquations<T1, T2, C1, C2>);
    cls.def("getSolution", &LeastSquares::getSolution);
    cls.def("getFisherMatrix", &LeastSquares::getFisherMatrix);
    cls.def("getCovariance", &LeastSquares::getCovariance);
    cls.def("getFactorization", &LeastSquares::getFactorization);
    cls.def("getDiagnostic", &LeastSquares::getDiagnostic);
    cls.def("getThreshold", &LeastSquares::getThreshold);
    cls.def("setThreshold", &LeastSquares::setThreshold);
};

PYBIND11_MODULE()

PYBIND11_MODULE	(	leastSquares	,
		mod
	)

Definition at line 72 of file leastSquares.cc.

                                   {
    declareLeastSquares<double, double, 0, 0>(mod);
}