RegularizedKernelSolutionF

class lsst.ip.diffim.RegularizedKernelSolutionF

Bases: StaticKernelSolutionF

Attributes Summary

CHOLESKY_LDLT

CHOLESKY_LLT

EIGENVALUE

EIGENVECTOR

LU

NONE

SVD

Methods Summary

build(self, templateImage, scienceImage, ...)

estimateRisk(self, maxCond)

getB(self)

getBackground(self)

getConditionNumber(*args, **kwargs)

Overloaded function.

getId(self)

getKernel(self)

getKsum(self)

getLambda(self)

getM(self, arg0)

getSolutionPair(self)

getSolvedBy(self)

makeKernelImage(self)

printA(self)

printB(self)

printM(self)

solve(self)

Attributes Documentation

CHOLESKY_LDLT = <KernelSolvedBy.CHOLESKY_LDLT: 1>
CHOLESKY_LLT = <KernelSolvedBy.CHOLESKY_LLT: 2>
EIGENVALUE = <ConditionNumberType.EIGENVALUE: 0>
EIGENVECTOR = <KernelSolvedBy.EIGENVECTOR: 4>
LU = <KernelSolvedBy.LU: 3>
NONE = <KernelSolvedBy.NONE: 0>
SVD = <ConditionNumberType.SVD: 1>

Methods Documentation

build(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF, templateImage: lsst.afw.image.image.ImageF, scienceImage: lsst.afw.image.image.ImageF, varianceEstimate: lsst.afw.image.image.ImageF) None
estimateRisk(self: lsst.ip.diffim.kernelSolution.RegularizedKernelSolutionF, maxCond: float) float
getB(self: lsst.ip.diffim.kernelSolution.KernelSolution) numpy.ndarray[numpy.float64[m, 1]]
getBackground(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF) float
getConditionNumber(*args, **kwargs)

Overloaded function.

  1. getConditionNumber(self: lsst.ip.diffim.kernelSolution.KernelSolution, conditionType: lsst.ip.diffim.kernelSolution.KernelSolution.ConditionNumberType) -> float

  2. getConditionNumber(self: lsst.ip.diffim.kernelSolution.KernelSolution, mMat: numpy.ndarray[numpy.float64[m, n]], conditionType: lsst.ip.diffim.kernelSolution.KernelSolution.ConditionNumberType) -> float

getId(self: lsst.ip.diffim.kernelSolution.KernelSolution) int
getKernel(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF) lsst.afw.math.Kernel
getKsum(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF) float
getLambda(self: lsst.ip.diffim.kernelSolution.RegularizedKernelSolutionF) float
getM(self: lsst.ip.diffim.kernelSolution.RegularizedKernelSolutionF, arg0: bool) numpy.ndarray[numpy.float64[m, n]]
getSolutionPair(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF) Tuple[lsst.afw.math.Kernel, float]
getSolvedBy(self: lsst.ip.diffim.kernelSolution.KernelSolution) lsst.ip.diffim.kernelSolution.KernelSolution.KernelSolvedBy
makeKernelImage(self: lsst.ip.diffim.kernelSolution.StaticKernelSolutionF) lsst.afw.image.image.ImageD
printA(self: lsst.ip.diffim.kernelSolution.KernelSolution) None
printB(self: lsst.ip.diffim.kernelSolution.KernelSolution) None
printM(self: lsst.ip.diffim.kernelSolution.KernelSolution) None
solve(self: lsst.ip.diffim.kernelSolution.RegularizedKernelSolutionF) None