LSST Applications g013ef56533+d2224463a4,g199a45376c+0ba108daf9,g19c4beb06c+9f335b2115,g1fd858c14a+2459ca3e43,g210f2d0738+2d3d333a78,g262e1987ae+abbb004f04,g2825c19fe3+eedc38578d,g29ae962dfc+0cb55f06ef,g2cef7863aa+aef1011c0b,g35bb328faa+8c5ae1fdc5,g3fd5ace14f+19c3a54948,g47891489e3+501a489530,g4cdb532a89+a047e97985,g511e8cfd20+ce1f47b6d6,g53246c7159+8c5ae1fdc5,g54cd7ddccb+890c8e1e5d,g5fd55ab2c7+951cc3f256,g64539dfbff+2d3d333a78,g67b6fd64d1+501a489530,g67fd3c3899+2d3d333a78,g74acd417e5+0ea5dee12c,g786e29fd12+668abc6043,g87389fa792+8856018cbb,g89139ef638+501a489530,g8d7436a09f+5ea4c44d25,g8ea07a8fe4+81eaaadc04,g90f42f885a+34c0557caf,g9486f8a5af+165c016931,g97be763408+d5e351dcc8,gbf99507273+8c5ae1fdc5,gc2a301910b+2d3d333a78,gca7fc764a6+501a489530,gce8aa8abaa+8c5ae1fdc5,gd7ef33dd92+501a489530,gdab6d2f7ff+0ea5dee12c,ge410e46f29+501a489530,geaed405ab2+e3b4b2a692,gf9a733ac38+8c5ae1fdc5,w.2025.41
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