Man pages for rudazhang/gpsr
Gaussian Process Subspace Regression

anemometer1System matrices for 1-parameter anemometer.
anemometer3System matrices for 3-parameter anemometer.
AngleVSAngle between a vector and a subspace
backwardEulerbackward Euler (aka implicit Euler) scheme Solves ODE: E...
blockHadamardCompute the Hadamard product of XtX and kronecker(S, 1_k...
defaultLengthRule-of-thumb lengthscale of the SE kernel for GP-subspace
directROMCompute reduced system matrices given local reduced bases
distvecDistance vector from a point to a set of points
GapMetricThe gap metric between two subspaces: sine of the largest...
getKinvInverse of correlation matrix
GL2iCompute Grassmann logarithm at p_i for all points p_j, j !=...
GPSubspacePredEVDGP subspace regression prediction, eigen-decomposition...
GPSubspacePredSVD44ms, w/o messaging (k=20,l=12). GP subspace regression...
GPSubspacePrepQRPreprocessing via Householder QR with column pivoting
GPSubspacePrepSVDPreprocessing via thin SVD
gradLOODist2EvdGradient of squared LOOCV Riemannian distance
gradSEmatGradient of the squared exponential kernel, matrix version
GrassmannExpGrassmann exponential
GrassmannLogGrassmann logarithm
gSSDistGradient of sum of squared LOOCV Riemannian distances
hCriterion to minimize, the negative log LOO predictive...
hSSDistCriterion to minimize, the LOOCV prediction error: sum of...
isPermutationWhether a 'dgCMatrix' is a permutation.
JMatrix of ones
kerSEmatSquared exponential kernel
LagrangeInterpA function factory for Lagrange interpolation.
listMatrix2ArrayCollect a list of matrices into an array.
LogDetCovLog determinant of predictive "covariance matrix"...
LogDetCrossBoxLog determinant of the principal submatrices of breveBoxinv
LogDetLooCovLog determinant of leave-one-out predictive "covariance...
LogDetXSinvXLog determinant of "inverse match matrix" log(det(X^T...
LogLooPredProbLeave-one-out predictive probability density Faster than...
MultiquadricRBFHardy's multiquadrics, a radial basis function
normalizeNormalize a vector in Euclidean norm
PiecewiseLinearInterpA function factory for piecewise linear interpolation.
PrAnglesPrincipal angles between two subspaces
reduceStdACompute reduced standardized coefficient matrix: (E^-1 V)^T A...
RiemannianDistThe Riemannian distance between two subspaces: 2-norm of...
SubspaceInterpSubspace interpolation
TangentInterpLagrangeTangent vector Lagrange interpolation (one-parameter)
TangentInterpRBFTangent vector interpolation with (multiquadric) raidal basis...
thermalSystem matrices for thermal model of a micropyros thruster.
vecnormVector Euclidean norm
rudazhang/gpsr documentation built on March 11, 2023, 5:49 p.m.