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Name		Name	Last commit message	Last commit date
benchmarks		benchmarks
files		files
fot		fot
toy_example		toy_example
README.md		README.md
__init__.py		__init__.py

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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

About

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

sites.google.com/view/functional-optimal-transport

Topics

functional-data-analysis gaussian-processes machine-learning optimal-transport ot-mapping-estimation python statistical-learning time-series transfer-learning wasserstein-distance

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Readme

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