xeofs.single

Methods that investigate relationships or patterns between variables within a single dataset.

EOF([n_modes, center, standardize, ...])	EOF analysis.
ComplexEOF([n_modes, center, standardize, ...])	Complex EOF analysis.
HilbertEOF([n_modes, padding, decay_factor, ...])	Hilbert EOF analysis.
ExtendedEOF(n_modes, tau, embedding[, ...])	Extended EOF analysis.
POP([n_modes, center, standardize, ...])	Principal Oscillation Pattern (POP) analysis.
OPA(n_modes, tau_max[, center, standardize, ...])	Optimal Persistence Analysis.
GWPCA(n_modes, bandwidth[, metric, kernel, ...])	Geographically weighted PCA.
SparsePCA([n_modes, alpha, beta, robust, ...])	Sparse PCA via Variable Projection.

Sparse Solutions via Rotation

EOFRotator([n_modes, power, max_iter, rtol, ...])	Rotate a solution obtained from xe.single.EOF.
ComplexEOFRotator([n_modes, power, ...])	Rotate a solution obtained from xe.single.ComplexEOF.
HilbertEOFRotator([n_modes, power, ...])	Rotate a solution obtained from xe.single.HilbertEOF.