transport: Computation of Optimal Transport Plans and Wasserstein Distances

Solve optimal transport problems. Compute Wasserstein distances (a.k.a. Kantorovitch, Fortet–Mourier, Mallows, Earth Mover's, or minimal L_p distances), return the corresponding transference plans, and display them graphically. Objects that can be compared include grey-scale images, (weighted) point patterns, and mass vectors.

Version:	0.12-4
Depends:	R (≥ 3.0.0)
Imports:	grDevices, graphics, methods, stats, Rcpp (≥ 0.12.10), data.table
LinkingTo:	RcppEigen, Rcpp
Suggests:	animation, ks, testthat
Published:	2022-08-12
Author:	Dominic Schuhmacher [aut, cre], Björn Bähre [aut] (aha and power diagrams), Nicolas Bonneel [aut] (networkflow), Carsten Gottschlich [aut] (simplex and shortlist), Valentin Hartmann [aut] (semidiscrete1), Florian Heinemann [aut] (transport_track and networkflow integration), Bernhard Schmitzer [aut] (shielding), Jörn Schrieber [aut] (subsampling), Timo Wilm [ctb] (wpp)
Maintainer:	Dominic Schuhmacher <dominic.schuhmacher at mathematik.uni-goettingen.de>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	http://www.dominic.schuhmacher.name
NeedsCompilation:	yes
Citation:	transport citation info
Materials:	NEWS INSTALL
CRAN checks:	transport results

Documentation:

Reference manual:

transport.pdf

Downloads:

Package source:	transport_0.12-4.tar.gz
Windows binaries:	r-devel: transport_0.12-4.zip, r-release: transport_0.12-4.zip, r-oldrel: transport_0.12-2.zip
macOS binaries:	r-release (arm64): transport_0.12-4.tgz, r-oldrel (arm64): transport_0.12-4.tgz, r-release (x86_64): transport_0.12-4.tgz, r-oldrel (x86_64): transport_0.12-4.tgz
Old sources:	transport archive

Reverse dependencies:

Reverse imports:	corral, drf, Ecume, GMPro, LOMAR, nearBynding, optimalFlow, otinference, StratifiedSampling, WSGeometry
Reverse suggests:	approxOT

Linking:

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