https://github.com/ascillitoe/flowfield-approx

Supplementary material for the 2021 paper "Polynomial Ridge Flowfield Estimation".
https://github.com/ascillitoe/flowfield-approx

dimension-reduction flowfield-estimation machine-learning python

Last synced: over 1 year ago
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Supplementary material for the 2021 paper "Polynomial Ridge Flowfield Estimation".

• Host: GitHub
• URL: https://github.com/ascillitoe/flowfield-approx
• Owner: ascillitoe
• License: gpl-3.0
• Created: 2021-07-20T14:50:49.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-07-20T16:42:39.000Z (almost 5 years ago)
• Last Synced: 2025-01-28T22:33:52.996Z (over 1 year ago)
• Topics: dimension-reduction, flowfield-estimation, machine-learning, python
• Homepage: https://arxiv.org/abs/2107.07547
• Size: 305 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Flowfield estimation with polynomial ridges

This repo contains example code and a notebook for the paper "Polynomial Ridge Flowfield Estimation", currently available on [arXiv](https://arxiv.org/abs/2107.07547). 

For a more hands-on exploration of the use of polynomial ridges for flowfield estimation, a python dash app is available at [reduce.ascillitoe.com/flowfield](https://reduce.ascillitoe.com/flowfield).

## Introduction

![flowfield](flowfield_example.png)

![local ridge](local_example.png)

## Instructions