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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 |
| Reference manual: | transport.pdf |
| 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 imports: | AnomalyScore, corral, cylcop, CytoMDS, drf, Ecume, epiphy, GMPro, kanjistat, LOMAR, nearBynding, optimalFlow, otinference, SBCK, scDiagnostics |
| Reverse suggests: | priorsense, provenance |
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