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, SBCK, scDiagnostics, StratifiedSampling |
| 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.