transport: Optimal Transport in Various Forms

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.

AuthorDominic Schuhmacher [aut, cre], Björn Bähre [aut] (aha and power diagrams), Carsten Gottschlich [aut] (simplex and shortlist), Florian Heinemann [aut] (transport_track), Timo Wilm [ctb] (wpp)
Date of publication2017-03-09 15:54:21
MaintainerDominic Schuhmacher <dominic.schuhmacher@mathematik.uni-goettingen.de>
LicenseGPL (>= 2)
Version0.8-2
http://www.dominic.schuhmacher.name

View on CRAN

Functions

aha Man page
all.equal.pgrid Man page
all.equal.pp Man page
all.equal.wpp Man page
compatible Man page
compatible.pgrid Man page
compatible.pp Man page
compatible.wpp Man page
dedegenerate Man page
findblocks Man page
fudge Man page
gifgenerate Man page
image2 Man page
image3 Man page
northwestcorner Man page
pgrid Man page
pgrid-object Man page
plot.pgrid Man page
plot.power_diagram Man page
plot.pp Man page
plot.wpp Man page
power_diagram Man page
pp Man page
pp-object Man page
print.pgrid Man page
print.pp Man page
print.wpp Man page
random32 Man page
random32a Man page
random32b Man page
random64 Man page
random64a Man page
random64b Man page
refinesol Man page
russell Man page
semidiscrete Man page
summary.pgrid Man page
summary.pp Man page
summary.wpp Man page
transport Man page
transport_apply Man page
transport.default Man page
transport_error Man page
transport-package Man page
transport.pgrid Man page
transport.pp Man page
transport_track Man page
transport.wpp Man page
trcontrol Man page
triangulate Man page
wasserstein Man page
wasserstein1d Man page
wpp Man page
wpp-object Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.