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LSST Data Management Base Package
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basisLists.cc
Go to the documentation of this file.
1/*
2 * LSST Data Management System
3 *
4 * This product includes software developed by the
5 * LSST Project (http://www.lsst.org/).
6 * See the COPYRIGHT file
7 *
8 * This program is free software: you can redistribute it and/or modify
9 * it under the terms of the GNU General Public License as published by
10 * the Free Software Foundation, either version 3 of the License, or
11 * (at your option) any later version.
12 *
13 * This program is distributed in the hope that it will be useful,
14 * but WITHOUT ANY WARRANTY; without even the implied warranty of
15 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
16 * GNU General Public License for more details.
17 *
18 * You should have received a copy of the LSST License Statement and
19 * the GNU General Public License along with this program. If not,
20 * see <https://www.lsstcorp.org/LegalNotices/>.
21 */
22#include "pybind11/pybind11.h"
24#include "pybind11/eigen.h"
25#include "pybind11/stl.h"
26
27#include <Eigen/Core>
28
29#include "ndarray/pybind11.h"
30
32
33namespace py = pybind11;
34using namespace pybind11::literals;
35
36namespace lsst {
37namespace ip {
38namespace diffim {
39
41 auto &mod = wrappers.module;
42 mod.def("makeDeltaFunctionBasisList", &makeDeltaFunctionBasisList, "width"_a, "height"_a);
43 mod.def("makeRegularizationMatrix", &makeRegularizationMatrix, "ps"_a);
44 mod.def("makeForwardDifferenceMatrix", &makeForwardDifferenceMatrix, "width"_a, "height"_a, "orders"_a,
45 "borderPenalty"_a, "fitForBackground"_a);
46 mod.def("makeCentralDifferenceMatrix", &makeCentralDifferenceMatrix, "width"_a, "height"_a, "stencil"_a,
47 "borderPenalty"_a, "fitForBackground"_a);
48 mod.def("renormalizeKernelList", &renormalizeKernelList, "kernelListIn"_a);
49 mod.def("makeAlardLuptonBasisList", &makeAlardLuptonBasisList, "halfWidth"_a, "nGauss"_a, "sigGauss"_a,
50 "degGauss"_a);
51}
52
53} // diffim
54} // ip
55} // lsst
Subroutines associated with generating, normalising, and regularising Basis functions.
A helper class for subdividing pybind11 module across multiple translation units (i....
Definition python.h:242
pybind11::module module
The module object passed to the PYBIND11_MODULE block that contains this WrapperCollection.
Definition python.h:448
lsst::afw::math::KernelList makeDeltaFunctionBasisList(int width, int height)
Build a set of Delta Function basis kernels.
Definition BasisLists.cc:45
void wrapBasisLists(WrapperCollection &wrappers)
Definition basisLists.cc:40
lsst::afw::math::KernelList renormalizeKernelList(lsst::afw::math::KernelList const &kernelListIn)
Renormalize a list of basis kernels.
Eigen::MatrixXd makeRegularizationMatrix(lsst::daf::base::PropertySet const &ps)
Build a regularization matrix for Delta function kernels.
Eigen::MatrixXd makeCentralDifferenceMatrix(int width, int height, int stencil, float borderPenalty, bool fitForBackground)
Build a central difference Laplacian regularization matrix for Delta function kernels.
Eigen::MatrixXd makeForwardDifferenceMatrix(int width, int height, std::vector< int > const &orders, float borderPenalty, bool fitForBackground)
Build a forward difference regularization matrix for Delta function kernels.
lsst::afw::math::KernelList makeAlardLuptonBasisList(int halfWidth, int nGauss, std::vector< double > const &sigGauss, std::vector< int > const &degGauss)
Build a set of Alard/Lupton basis kernels.
Definition BasisLists.cc:76