LSSTApplications
18.0.0+106,18.0.0+50,19.0.0,19.0.0+1,19.0.0+10,19.0.0+11,19.0.0+13,19.0.0+17,19.0.0+2,19.0.0-1-g20d9b18+6,19.0.0-1-g425ff20,19.0.0-1-g5549ca4,19.0.0-1-g580fafe+6,19.0.0-1-g6fe20d0+1,19.0.0-1-g7011481+9,19.0.0-1-g8c57eb9+6,19.0.0-1-gb5175dc+11,19.0.0-1-gdc0e4a7+9,19.0.0-1-ge272bc4+6,19.0.0-1-ge3aa853,19.0.0-10-g448f008b,19.0.0-12-g6990b2c,19.0.0-2-g0d9f9cd+11,19.0.0-2-g3d9e4fb2+11,19.0.0-2-g5037de4,19.0.0-2-gb96a1c4+3,19.0.0-2-gd955cfd+15,19.0.0-3-g2d13df8,19.0.0-3-g6f3c7dc,19.0.0-4-g725f80e+11,19.0.0-4-ga671dab3b+1,19.0.0-4-gad373c5+3,19.0.0-5-ga2acb9c+2,19.0.0-5-gfe96e6c+2,w.2020.01
LSSTDataManagementBasePackage
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a Covariogram that recreates a neural network with one hidden layer and infinite units in that layer More...
#include <GaussianProcess.h>
Public Member Functions | |
~NeuralNetCovariogram () override | |
NeuralNetCovariogram () | |
void | setSigma0 (double sigma0) |
set the _sigma0 hyper parameter More... | |
void | setSigma1 (double sigma1) |
set the _sigma1 hyper parameter More... | |
T | operator() (ndarray::Array< const T, 1, 1 > const &, ndarray::Array< const T, 1, 1 > const &) const override |
Actually evaluate the covariogram function relating two points you want to interpolate from. More... | |
a Covariogram that recreates a neural network with one hidden layer and infinite units in that layer
Contains two hyper parameters (_sigma0 and _sigma1) that characterize the expected variance of the function being interpolated
see Rasmussen and Williams (2006) http://www.gaussianprocess.org/gpml/ equation 4.29
Definition at line 193 of file GaussianProcess.h.
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overridedefault |
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explicit |
Definition at line 2025 of file GaussianProcess.cc.
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overridevirtual |
Actually evaluate the covariogram function relating two points you want to interpolate from.
[in] | p1 | the first point |
[in] | p2 | the second point |
Reimplemented from lsst::afw::math::Covariogram< T >.
Definition at line 2031 of file GaussianProcess.cc.
void lsst::afw::math::NeuralNetCovariogram< T >::setSigma0 | ( | double | sigma0 | ) |
set the _sigma0 hyper parameter
Definition at line 2053 of file GaussianProcess.cc.
void lsst::afw::math::NeuralNetCovariogram< T >::setSigma1 | ( | double | sigma1 | ) |