Inference, Learning, and Optimization on Stiefel Manifold

Stiefel manifold is a set of orthonormal frames in Euclidean space. We provide algorithms for statistical inference, optimization, and learning over the Stiefel manifold. For general exposition to the statistics on the manifold, see the book by Chikuse (2003) .


Reference manual

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0.1.1 by Kisung You, 4 months ago

Browse source code at

Authors: Kisung You [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports Rcpp, Rdpack, RiemBase, RiemBaseExt, utils, stats

Linking to Rcpp, RcppArmadillo, RiemBase

See at CRAN