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The Sinkhorn's Algorithm from Scratch

This repository implements Sinkhorn's Algorithm, an algorithm to solve discrete optimal transport problem.

You can move source and target points and change the regularization weight gamma interactively.

ot_demo

Install

Poetry or pip

  • poetry install
  • pip install -r requirements.txt

Requirements

  • Python 3.7+
  • numpy
  • scipy
  • cython
  • POT

Reference

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An interactive optimal transport problem solver

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