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