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A Python implementation of Monge optimal transportation

License: MIT License

Python 100.00%
optimal-transport wasserstein clustering variational-method monge wasserstein-means wasserstein-barycenters transshipment

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pyvot's Issues

add regularization

  • add label to potential
  • add curvature
  • update arxiv
  • curvature kp_ds replace for loop by matrix operations
  • regularization flag replace int to string specifying regulairzation term
  • use new results to demo potential
  • add affine
  • unit test affine

Cleanup

  • readme reference links
  • add comments following the Google style
  • add try except
  • add comments to vot saying it is outdated

Usage in custom problems/datasets

Hi,

I was going through the paper "Regularized Wasserstein Means for Aligning Distributional Data" and wanted to know how can these losses be incorporated for distribution alignment problems on custom datasets.

Thank you

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