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:	0.15-4
Depends:	R (≥ 4.1)
Imports:	grDevices, graphics, methods, stats, Rcpp (≥ 0.12.10), data.table
LinkingTo:	RcppEigen, Rcpp
Suggests:	animation, ks, testthat
Published:	2024-09-16
DOI:	10.32614/CRAN.package.transport
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>
BugReports:	https://github.com/dschuhmacher/transport/issues
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://dschuhm1.pages.gwdg.de/software
NeedsCompilation:	yes
Citation:	transport citation info
Materials:	README, NEWS, INSTALL
CRAN checks:	transport results

Documentation:

Reference manual:

transport.html , transport.pdf

Downloads:

Package source:	transport_0.15-4.tar.gz
Windows binaries:	r-devel: transport_0.15-4.zip, r-release: transport_0.15-4.zip, r-oldrel: transport_0.15-4.zip
macOS binaries:	r-release (arm64): transport_0.15-4.tgz, r-oldrel (arm64): transport_0.15-4.tgz, r-release (x86_64): transport_0.15-4.tgz, r-oldrel (x86_64): transport_0.15-4.tgz
Old sources:	transport archive

Reverse dependencies:

Reverse imports:	AnomalyScore, corral, covercorr, cylcop, CytoMDS, Ecume, epiphy, FDOTT, GMPro, GRANDpriv, gsaot, kanjistat, LOMAR, nearBynding, optimalFlow, otinference, scDiagnostics, StratifiedSampling, WBI
Reverse suggests:	approxOT, BIDistances, priorsense, provenance, WpProj

Linking:

Please use the canonical form https://CRAN.R-project.org/package=transport to link to this page.