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CRAN: Package gridOT

gridOT: Approximate Optimal Transport Between Two-Dimensional Grids

Can be used for optimal transport between two-dimensional grids with respect to separable cost functions of l^p form. It utilizes the Frank-Wolfe algorithm to approximate so-called pivot measures: one-dimensional transport plans that fully describe the full transport, see G. Auricchio (2021) <doi:10.48550/arXiv.2105.07278>. For these, it offers methods for visualization and to extract the corresponding transport plans and costs. Additionally, related functions for one-dimensional optimal transport are available.

Version: 1.0.1 Imports: Rcpp (≥ 1.0.8.3) LinkingTo: Rcpp, RcppArmadillo Published: 2022-10-18 DOI: 10.32614/CRAN.package.gridOT Author: Michel Groppe [aut, cre], Nicholas Bonneel [ctb], Egerváry Research Group on Combinatorial Optimization [cph] Maintainer: Michel Groppe <michel.groppe at stud.uni-goettingen.de> License: GPL-3 NeedsCompilation: yes CRAN checks: gridOT results Documentation: Downloads: Linking:

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