transport: Computation of Optimal Transport Plans and Wasserstein Distances (original) (raw)
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 |
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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 |
CRAN checks: | transport results |
Documentation:
Downloads:
Reverse dependencies:
Reverse imports: | corral, cylcop, CytoMDS, drf, Ecume, epiphy, GMPro, kanjistat, LOMAR, nearBynding, optimalFlow, otinference, SBCK |
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Reverse suggests: | approxOT, priorsense, provenance, WpProj |
Linking:
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