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PythonOT / POT

POT : Python Optimal Transport

Why this job: works in the areas we cover, but does not say which job it does

What it does

  • OT Network Simplex solver for the linear program/ Earth Movers Distance \[1] .
  • Conditional gradient \[6] and Generalized conditional gradient for regularized OT \[7].
  • Entropic regularization OT solver with [Sinkhorn Knopp
  • Bregman projections for Wasserstein barycenter \[3], convolutional barycenter \[21] and unmixing \[4].
  • Sinkhorn divergence \[23] and entropic regularization OT from empirical data.

Get started

pip install POT
Maintenance
Active
Last commit 7 days ago
Stars
2,862
+1 this week
Licence
MIT
Allows business use
Downloads for
2 systems
Mac, Linux
Latest version
0.9.7.post1
Released 3 months ago
Built with
Python
96% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
88% closed
37 still open
Pull requests
463 merged
35 waiting
Releases
33
2 in the last year
More: download files, languages, topics and project record

Download files, 0.9.7.post1

  • Mac21 files, 224 downloads
  • Linux14 files, 139 downloads

All files on GitHub (opens in new tab)

Languages

  • Python 96%
  • C++ 3%
  • Cython 1%
  • Makefile <1%

Topics

  • optimal-transport
  • numerical-optimization
  • machine-learning
  • emd
  • ot-mapping-estimation
  • wasserstein-barycenter
  • ot-solver
  • python
  • wasserstein
  • wasserstein-discriminant-analysis
  • gromov-wasserstein
  • wasserstein-barycenters

Project record

  • JobOther AI tools
  • StatusListed
  • Commits1,657
  • Forks584
  • Watching42
  • Stars in 28 days+7
  • CreatedOct 20, 2016
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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