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Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data

Functional Optimal Transport

This repository contains the codebase accompaning the paper "Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data".

Getting Started

Basic requirements

python 3
numpy
matplotlib
scipy

Installation

git clone https://github.com/VersElectronics/FOT.git

Usage

File description

  • fot/FOT_Solver.py The FOT solver class
  • toy_example/ Toy examples.

Run toy examples

python3 FOT_toy_example_03.py

Acknowledgements

This repo adopted the following packages as benchmarks

  • https://github.com/vivienseguy/Large-Scale-OT

  • https://github.com/VersElectronics/WGPOT