API Reference

This page lists all estimators available in hyperspy_ml_algorithms.

SVDPCA([n_components, svd_solver, centre, ...])	SVD-based PCA estimator.
MLPCA([n_components, max_iter, tol])	Maximum Likelihood Principal Component Analysis.
ORPCA(n_components[, store_error, lambda1, ...])	Online Robust Principal Component Analysis.
RPCAGoDec([rank, lambda1, power, tol, ...])	Robust PCA via the GoDec algorithm (batch).
ORNMF(n_components[, store_error, lambda1, ...])	Online Robust NMF with missing or corrupted data.
IncrementalSVD([n_components, num_chunks])	Incremental (streaming) SVD estimator (no centering).
Orthomax([gamma, tol, max_iter])	Orthomax rotation of components (varimax when gamma=1.0).
Whitening([method, centre, epsilon])	Decorrelate variables via a whitening transformation.