This open source Python library provides several solvers for optimization problems related to Optimal Transport for signal, image processing and machine learning.

Features

  • OT Network Simplex solver for the linear program/ Earth Movers Distance
  • Conditional gradient and Generalized conditional gradient for regularized OT
  • Documentation available
  • Examples available
  • Weak OT solver between empirical distributions
  • Sinkhorn divergence and entropic regularization OT from empirical data

Project Samples

POT Screenshot 1

Project Activity

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-08
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