pot has 517K monthly downloads and 3K GitHub stars. Version 0.9.7 supports Python 3.7+, first published in 2016.
It is actively maintained under a permissive license, last released in Jul 2026.
It is built on top of numpy and scipy. It is used by 161 tracked packages, including graspologic, pyemd and valentine.
GitHub topics include optimal-transport, numerical-optimization and machine-learning.
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Dependencies
21 optional dependencies
- autograd[dr]
- autograd[all]
- cvxopt[cvxopt]
- cvxopt[all]
- jax[all]
- jax[backend-jax]
- jaxlib[backend-jax]
- jaxlib[all]
- matplotlib[all]
- matplotlib[plot]
- pymanopt[all]
- pymanopt[dr]
- scikit-learn[dr]
- scikit-learn[all]
- tensorflow[all]
- tensorflow[backend-tf]
- torch[all]
- torch[backend-torch]
- torch[gnn]
- torch-geometric[all]
- torch-geometric[gnn]
Used By
- graspologic
- pyemd
- valentine
- multipers
- torchcfm
- cajal
- docdistance
- soaking
- flexynesis
- revise-svc
- enrichmap
- sampledisco
- pilotpy
- torch-topological
- celltraj
- gammalearn
- time-causal-vae
- cytobulk
- softtorch
- partis-bcr
- panospace
- teaspoon
- deepof
- stereopy
- bionemo-moco
- arbitragelab
- mioflow
- cellstitch-cuda
- fugw
- fedimpute
- arcos4py
- skada
- manylatents
- dqm-ml
- dsa-metric
- groupoid
- stacci
- uniharmony
- isomap-desktop
- calibrain
- feast-py
- powder-ens-commons
- langspace
- socialed
- gene-trajectory
- rastereasy
- embedor
- pyotc
- stminer
- ctdecon