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Title: API and modules — POT Python Optimal Transport 0.9.6 documentation

direct link

Domain: pythonot.github.io

Links:

POT Python Optimal Transport https://pythonot.github.io/index.html
POT: Python Optimal Transporthttps://pythonot.github.io/index.html
Quickstart Guidehttps://pythonot.github.io/auto_examples/plot_quickstart_guide.html
Examples galleryhttps://pythonot.github.io/auto_examples/index.html
User guidehttps://pythonot.github.io/user_guide.html
API and moduleshttps://pythonot.github.io/all.html
ot.backendhttps://pythonot.github.io/gen_modules/ot.backend.html
ot.batchhttps://pythonot.github.io/gen_modules/ot.batch.html
ot.bregmanhttps://pythonot.github.io/gen_modules/ot.bregman.html
ot.coothttps://pythonot.github.io/gen_modules/ot.coot.html
ot.dahttps://pythonot.github.io/gen_modules/ot.da.html
ot.datasetshttps://pythonot.github.io/gen_modules/ot.datasets.html
ot.drhttps://pythonot.github.io/gen_modules/ot.dr.html
ot.factoredhttps://pythonot.github.io/gen_modules/ot.factored.html
ot.gaussianhttps://pythonot.github.io/gen_modules/ot.gaussian.html
ot.gmmhttps://pythonot.github.io/gen_modules/ot.gmm.html
ot.gnnhttps://pythonot.github.io/gen_modules/ot.gnn.html
ot.gromovhttps://pythonot.github.io/gen_modules/ot.gromov.html
ot.lowrankhttps://pythonot.github.io/gen_modules/ot.lowrank.html
ot.lphttps://pythonot.github.io/gen_modules/ot.lp.html
ot.mappinghttps://pythonot.github.io/gen_modules/ot.mapping.html
ot.optimhttps://pythonot.github.io/gen_modules/ot.optim.html
ot.partialhttps://pythonot.github.io/gen_modules/ot.partial.html
ot.plothttps://pythonot.github.io/gen_modules/ot.plot.html
ot.regpathhttps://pythonot.github.io/gen_modules/ot.regpath.html
ot.slicedhttps://pythonot.github.io/gen_modules/ot.sliced.html
ot.smoothhttps://pythonot.github.io/gen_modules/ot.smooth.html
ot.stochastichttps://pythonot.github.io/gen_modules/ot.stochastic.html
ot.unbalancedhttps://pythonot.github.io/gen_modules/ot.unbalanced.html
ot.utilshttps://pythonot.github.io/gen_modules/ot.utils.html
ot.weakhttps://pythonot.github.io/gen_modules/ot.weak.html
Main ot functionshttps://pythonot.github.io/all.html#module-ot
barycenter()https://pythonot.github.io/all.html#ot.barycenter
barycenter_unbalanced()https://pythonot.github.io/all.html#ot.barycenter_unbalanced
binary_search_circle()https://pythonot.github.io/all.html#ot.binary_search_circle
dist()https://pythonot.github.io/all.html#ot.dist
dist_batch()https://pythonot.github.io/all.html#ot.dist_batch
emd()https://pythonot.github.io/all.html#ot.emd
emd2()https://pythonot.github.io/all.html#ot.emd2
emd2_1d()https://pythonot.github.io/all.html#ot.emd2_1d
emd_1d()https://pythonot.github.io/all.html#ot.emd_1d
factored_optimal_transport()https://pythonot.github.io/all.html#ot.factored_optimal_transport
fused_gromov_wasserstein()https://pythonot.github.io/all.html#ot.fused_gromov_wasserstein
fused_gromov_wasserstein2()https://pythonot.github.io/all.html#ot.fused_gromov_wasserstein2
gromov_barycenters()https://pythonot.github.io/all.html#ot.gromov_barycenters
gromov_wasserstein()https://pythonot.github.io/all.html#ot.gromov_wasserstein
gromov_wasserstein2()https://pythonot.github.io/all.html#ot.gromov_wasserstein2
linear_circular_ot()https://pythonot.github.io/all.html#ot.linear_circular_ot
linear_sliced_wasserstein_sphere()https://pythonot.github.io/all.html#ot.linear_sliced_wasserstein_sphere
lowrank_gromov_wasserstein_samples()https://pythonot.github.io/all.html#ot.lowrank_gromov_wasserstein_samples
lowrank_sinkhorn()https://pythonot.github.io/all.html#ot.lowrank_sinkhorn
max_sliced_wasserstein_distance()https://pythonot.github.io/all.html#ot.max_sliced_wasserstein_distance
semidiscrete_wasserstein2_unif_circle()https://pythonot.github.io/all.html#ot.semidiscrete_wasserstein2_unif_circle
sinkhorn()https://pythonot.github.io/all.html#ot.sinkhorn
sinkhorn2()https://pythonot.github.io/all.html#ot.sinkhorn2
sinkhorn_lpl1_mm()https://pythonot.github.io/all.html#ot.sinkhorn_lpl1_mm
sinkhorn_unbalanced()https://pythonot.github.io/all.html#ot.sinkhorn_unbalanced
sinkhorn_unbalanced2()https://pythonot.github.io/all.html#ot.sinkhorn_unbalanced2
sliced_wasserstein_distance()https://pythonot.github.io/all.html#ot.sliced_wasserstein_distance
sliced_wasserstein_sphere()https://pythonot.github.io/all.html#ot.sliced_wasserstein_sphere
sliced_wasserstein_sphere_unif()https://pythonot.github.io/all.html#ot.sliced_wasserstein_sphere_unif
solve()https://pythonot.github.io/all.html#ot.solve
solve_batch()https://pythonot.github.io/all.html#ot.solve_batch
solve_gromov()https://pythonot.github.io/all.html#ot.solve_gromov
solve_gromov_batch()https://pythonot.github.io/all.html#ot.solve_gromov_batch
solve_sample()https://pythonot.github.io/all.html#ot.solve_sample
solve_sample_batch()https://pythonot.github.io/all.html#ot.solve_sample_batch
tic()https://pythonot.github.io/all.html#ot.tic
toc()https://pythonot.github.io/all.html#ot.toc
toq()https://pythonot.github.io/all.html#ot.toq
unif()https://pythonot.github.io/all.html#ot.unif
wasserstein_1d()https://pythonot.github.io/all.html#ot.wasserstein_1d
wasserstein_circle()https://pythonot.github.io/all.html#ot.wasserstein_circle
weak_optimal_transport()https://pythonot.github.io/all.html#ot.weak_optimal_transport
Releaseshttps://pythonot.github.io/releases.html
Contributorshttps://pythonot.github.io/contributors.html
Contributing to POThttps://pythonot.github.io/contributing.html
Code of conducthttps://pythonot.github.io/code_of_conduct.html
POT Python Optimal Transporthttps://pythonot.github.io/index.html
https://pythonot.github.io/index.html
View page sourcehttps://pythonot.github.io/_sources/all.rst.txt
https://pythonot.github.io/all.html#api-and-modules
othttps://pythonot.github.io/all.html#module-ot
backendhttps://pythonot.github.io/gen_modules/ot.backend.html#module-ot.backend
batchhttps://pythonot.github.io/gen_modules/ot.batch.html#module-ot.batch
bregmanhttps://pythonot.github.io/gen_modules/ot.bregman.html#module-ot.bregman
coothttps://pythonot.github.io/gen_modules/ot.coot.html#module-ot.coot
dahttps://pythonot.github.io/gen_modules/ot.da.html#module-ot.da
datasetshttps://pythonot.github.io/gen_modules/ot.datasets.html#module-ot.datasets
drhttps://pythonot.github.io/gen_modules/ot.dr.html#module-ot.dr
factoredhttps://pythonot.github.io/gen_modules/ot.factored.html#module-ot.factored
gaussianhttps://pythonot.github.io/gen_modules/ot.gaussian.html#module-ot.gaussian
gmmhttps://pythonot.github.io/gen_modules/ot.gmm.html#module-ot.gmm
gnnhttps://pythonot.github.io/gen_modules/ot.gnn.html#module-ot.gnn
gromovhttps://pythonot.github.io/gen_modules/ot.gromov.html#module-ot.gromov
lowrankhttps://pythonot.github.io/gen_modules/ot.lowrank.html#module-ot.lowrank
lphttps://pythonot.github.io/gen_modules/ot.lp.html#module-ot.lp
mappinghttps://pythonot.github.io/gen_modules/ot.mapping.html#module-ot.mapping
optimhttps://pythonot.github.io/gen_modules/ot.optim.html#module-ot.optim
partialhttps://pythonot.github.io/gen_modules/ot.partial.html#module-ot.partial
plothttps://pythonot.github.io/gen_modules/ot.plot.html#module-ot.plot
regpathhttps://pythonot.github.io/gen_modules/ot.regpath.html#module-ot.regpath
slicedhttps://pythonot.github.io/gen_modules/ot.sliced.html#module-ot.sliced
smoothhttps://pythonot.github.io/gen_modules/ot.smooth.html#module-ot.smooth
stochastichttps://pythonot.github.io/gen_modules/ot.stochastic.html#module-ot.stochastic
unbalancedhttps://pythonot.github.io/gen_modules/ot.unbalanced.html#module-ot.unbalanced
utilshttps://pythonot.github.io/gen_modules/ot.utils.html#module-ot.utils
weakhttps://pythonot.github.io/gen_modules/ot.weak.html#module-ot.weak
othttps://pythonot.github.io/all.html#module-ot
https://pythonot.github.io/all.html#module-ot
ot.lphttps://pythonot.github.io/gen_modules/ot.lp.html#module-ot.lp
ot.bregmanhttps://pythonot.github.io/gen_modules/ot.bregman.html#module-ot.bregman
ot.optimhttps://pythonot.github.io/gen_modules/ot.optim.html#module-ot.optim
ot.utilshttps://pythonot.github.io/gen_modules/ot.utils.html#module-ot.utils
ot.datasetshttps://pythonot.github.io/gen_modules/ot.datasets.html#module-ot.datasets
ot.gromovhttps://pythonot.github.io/gen_modules/ot.gromov.html#module-ot.gromov
ot.smoothhttps://pythonot.github.io/gen_modules/ot.smooth.html#module-ot.smooth
ot.stochastichttps://pythonot.github.io/gen_modules/ot.stochastic.html#module-ot.stochastic
ot.partialhttps://pythonot.github.io/gen_modules/ot.partial.html#module-ot.partial
ot.regpathhttps://pythonot.github.io/gen_modules/ot.regpath.html#module-ot.regpath
ot.unbalancedhttps://pythonot.github.io/gen_modules/ot.unbalanced.html#module-ot.unbalanced
ot.mappinghttps://pythonot.github.io/gen_modules/ot.mapping.html#module-ot.mapping
ot.drhttps://pythonot.github.io/gen_modules/ot.dr.html#module-ot.dr
ot.plothttps://pythonot.github.io/gen_modules/ot.plot.html#module-ot.plot
[source]https://pythonot.github.io/_modules/ot/bregman/_barycenter.html#barycenter
https://pythonot.github.io/all.html#ot.barycenter
ot.bregman.sinkhorn()https://pythonot.github.io/gen_modules/ot.bregman.html#ot.bregman.sinkhorn
[3]https://pythonot.github.io/gen_modules/ot.bregman.html#references-barycenter
floathttps://docs.python.org/3/library/functions.html#float
strhttps://docs.python.org/3/library/stdtypes.html#str
inthttps://docs.python.org/3/library/functions.html#int
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boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
[source]https://pythonot.github.io/_modules/ot/unbalanced/_sinkhorn.html#barycenter_unbalanced
https://pythonot.github.io/all.html#ot.barycenter_unbalanced
ot.unbalanced.sinkhorn_unbalanced()https://pythonot.github.io/gen_modules/ot.unbalanced.html#ot.unbalanced.sinkhorn_unbalanced
[10]https://pythonot.github.io/gen_modules/ot.unbalanced.html#references-barycenter-unbalanced
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
inthttps://docs.python.org/3/library/functions.html#int
floathttps://docs.python.org/3/library/functions.html#float
boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
[source]https://pythonot.github.io/_modules/ot/lp/solver_1d.html#binary_search_circle
https://pythonot.github.io/all.html#ot.binary_search_circle
floathttps://docs.python.org/3/library/functions.html#float
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boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
[source]https://pythonot.github.io/_modules/ot/utils.html#dist
https://pythonot.github.io/all.html#ot.dist
strhttps://docs.python.org/3/library/stdtypes.html#str
floathttps://docs.python.org/3/library/functions.html#float
strhttps://docs.python.org/3/library/stdtypes.html#str
boolhttps://docs.python.org/3/library/functions.html#bool
Backendhttps://pythonot.github.io/gen_modules/ot.backend.html#id0
[source]https://pythonot.github.io/_modules/ot/batch/_linear.html#dist_batch
https://pythonot.github.io/all.html#ot.dist_batch
strhttps://docs.python.org/3/library/stdtypes.html#str
floathttps://docs.python.org/3/library/functions.html#float
Backendhttps://pythonot.github.io/gen_modules/ot.backend.html#id0
ot.disthttps://pythonot.github.io/all.html#ot.dist
[source]https://pythonot.github.io/_modules/ot/lp/_network_simplex.html#emd
https://pythonot.github.io/all.html#ot.emd
[1]https://pythonot.github.io/gen_modules/ot.lp.html#references-emd
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
inthttps://docs.python.org/3/library/functions.html#int
boolhttps://docs.python.org/3/library/functions.html#bool
inthttps://docs.python.org/3/library/functions.html#int
boolhttps://docs.python.org/3/library/functions.html#bool
ot.bregman.sinkhornhttps://pythonot.github.io/gen_modules/ot.bregman.html#ot.bregman.sinkhorn
ot.optim.cghttps://pythonot.github.io/gen_modules/ot.optim.html#id0
[source]https://pythonot.github.io/_modules/ot/lp/_network_simplex.html#emd2
https://pythonot.github.io/all.html#ot.emd2
[1]https://pythonot.github.io/gen_modules/ot.lp.html#references-emd2
inthttps://docs.python.org/3/library/functions.html#int
inthttps://docs.python.org/3/library/functions.html#int
inthttps://docs.python.org/3/library/functions.html#int
boolhttps://docs.python.org/3/library/functions.html#bool
ot.bregman.sinkhornhttps://pythonot.github.io/gen_modules/ot.bregman.html#ot.bregman.sinkhorn
ot.optim.cghttps://pythonot.github.io/gen_modules/ot.optim.html#id0
[source]https://pythonot.github.io/_modules/ot/lp/solver_1d.html#emd2_1d
https://pythonot.github.io/all.html#ot.emd2_1d
[1]_https://pythonot.github.io/all.html#id85
strhttps://docs.python.org/3/library/stdtypes.html#str
floathttps://docs.python.org/3/library/functions.html#float
ot.lp.emd2https://pythonot.github.io/gen_modules/ot.lp.html#ot.lp.emd2
ot.lp.emd_1dhttps://pythonot.github.io/gen_modules/ot.lp.html#ot.lp.emd_1d
[source]https://pythonot.github.io/_modules/ot/lp/solver_1d.html#emd_1d
https://pythonot.github.io/all.html#ot.emd_1d
[1]_https://pythonot.github.io/all.html#id86
strhttps://docs.python.org/3/library/stdtypes.html#str
floathttps://docs.python.org/3/library/functions.html#float
boolhttps://docs.python.org/3/library/functions.html#bool
ot.lp.emdhttps://pythonot.github.io/gen_modules/ot.lp.html#ot.lp.emd
ot.lp.emd2_1dhttps://pythonot.github.io/gen_modules/ot.lp.html#ot.lp.emd2_1d
[source]https://pythonot.github.io/_modules/ot/factored.html#factored_optimal_transport
https://pythonot.github.io/all.html#ot.factored_optimal_transport
[40]_https://pythonot.github.io/all.html#id87
[39]https://pythonot.github.io/all.html#references-weak
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
inthttps://docs.python.org/3/library/functions.html#int
floathttps://docs.python.org/3/library/functions.html#float
boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
ot.bregman.sinkhornhttps://pythonot.github.io/gen_modules/ot.bregman.html#ot.bregman.sinkhorn
ot.optim.cghttps://pythonot.github.io/gen_modules/ot.optim.html#id0
[source]https://pythonot.github.io/_modules/ot/gromov/_gw.html#fused_gromov_wasserstein
https://pythonot.github.io/all.html#ot.fused_gromov_wasserstein
[24]https://pythonot.github.io/gen_modules/ot.gromov.html#references-fused-gromov-wasserstein
strhttps://docs.python.org/3/library/stdtypes.html#str
boolhttps://docs.python.org/3/library/functions.html#bool
floathttps://docs.python.org/3/library/functions.html#float
boolhttps://docs.python.org/3/library/functions.html#bool
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inthttps://docs.python.org/3/library/functions.html#int
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
dicthttps://docs.python.org/3/library/stdtypes.html#dict
[source]https://pythonot.github.io/_modules/ot/gromov/_gw.html#fused_gromov_wasserstein2
https://pythonot.github.io/all.html#ot.fused_gromov_wasserstein2
[24]https://pythonot.github.io/gen_modules/ot.gromov.html#references-fused-gromov-wasserstein
[38]_https://pythonot.github.io/all.html#id88
strhttps://docs.python.org/3/library/stdtypes.html#str
boolhttps://docs.python.org/3/library/functions.html#bool
floathttps://docs.python.org/3/library/functions.html#float
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inthttps://docs.python.org/3/library/functions.html#int
floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
dicthttps://docs.python.org/3/library/stdtypes.html#dict
[source]https://pythonot.github.io/_modules/ot/gromov/_gw.html#gromov_barycenters
https://pythonot.github.io/all.html#ot.gromov_barycenters
inthttps://docs.python.org/3/library/functions.html#int
listhttps://docs.python.org/3/library/stdtypes.html#list
listhttps://docs.python.org/3/library/stdtypes.html#list
listhttps://docs.python.org/3/library/stdtypes.html#list
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boolhttps://docs.python.org/3/library/functions.html#bool
boolhttps://docs.python.org/3/library/functions.html#bool
inthttps://docs.python.org/3/library/functions.html#int
[source]https://pythonot.github.io/_modules/ot/gromov/_gw.html#gromov_wasserstein
https://pythonot.github.io/all.html#ot.gromov_wasserstein
strhttps://docs.python.org/3/library/stdtypes.html#str
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dicthttps://docs.python.org/3/library/stdtypes.html#dict
[source]https://pythonot.github.io/_modules/ot/gromov/_gw.html#gromov_wasserstein2
https://pythonot.github.io/all.html#ot.gromov_wasserstein2
[38]_https://pythonot.github.io/all.html#id89
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floathttps://docs.python.org/3/library/functions.html#float
floathttps://docs.python.org/3/library/functions.html#float
dicthttps://docs.python.org/3/library/stdtypes.html#dict
[source]https://pythonot.github.io/_modules/ot/lp/solver_1d.html#linear_circular_ot
https://pythonot.github.io/all.html#ot.linear_circular_ot
[78]https://pythonot.github.io/gen_modules/ot.lp.html#references-lcot
[source]https://pythonot.github.io/_modules/ot/sliced.html#linear_sliced_wasserstein_sphere
https://pythonot.github.io/all.html#ot.linear_sliced_wasserstein_sphere
[79]https://pythonot.github.io/all.html#references-lssot
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boolhttps://docs.python.org/3/library/functions.html#bool
[source]https://pythonot.github.io/_modules/ot/gromov/_lowrank.html#lowrank_gromov_wasserstein_samples
https://pythonot.github.io/all.html#ot.lowrank_gromov_wasserstein_samples
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[source]https://pythonot.github.io/_modules/ot/lowrank.html#lowrank_sinkhorn
https://pythonot.github.io/all.html#ot.lowrank_sinkhorn
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