https://github.com/juliadynamics/delayembeddings.jl

Delay coordinates embeddings and optimizing them
https://github.com/juliadynamics/delayembeddings.jl

chaos delay-embedding hacktoberfest nonlinear nonlinear-dynamics nonlinear-timeseries-analysis reconstruction timeseries

Last synced: 3 months ago
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Delay coordinates embeddings and optimizing them

• Host: GitHub
• URL: https://github.com/juliadynamics/delayembeddings.jl
• Owner: JuliaDynamics
• License: mit
• Created: 2018-11-09T10:15:39.000Z (over 6 years ago)
• Default Branch: main
• Last Pushed: 2024-11-18T16:18:22.000Z (7 months ago)
• Last Synced: 2025-02-06T08:11:12.459Z (4 months ago)
• Topics: chaos, delay-embedding, hacktoberfest, nonlinear, nonlinear-dynamics, nonlinear-timeseries-analysis, reconstruction, timeseries
• Language: Julia
• Homepage:
• Size: 2.5 MB
• Stars: 29
• Watchers: 11
• Forks: 7
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE
  • Citation: CITATION.bib

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README

        
# DelayEmbeddings.jl

[![docsdev](https://img.shields.io/badge/docs-dev-lightblue.svg)](https://juliadynamics.github.io/DynamicalSystemsDocs.jl/delayembeddings/dev/)

[![docsstable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadynamics.github.io/DynamicalSystemsDocs.jl/delayembeddings/stable/)

[![](https://img.shields.io/badge/DOI-10.1007%2F978--3--030--91032--7-purple)](https://link.springer.com/book/10.1007/978-3-030-91032-7)

[![CI](https://github.com/JuliaDynamics/DelayEmbeddings.jl/workflows/CI/badge.svg)](https://github.com/JuliaDynamics/DelayEmbeddings.jl/actions?query=workflow%3ACI)

[![codecov](https://codecov.io/gh/JuliaDynamics/DelayEmbeddings.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/JuliaDynamics/DelayEmbeddings.jl)

[![Package Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/DelayEmbeddings)](https://pkgs.genieframework.com?packages=DelayEmbeddings)

A Julia package that provides a generic interface for performing delay coordinate embeddings, as well as cutting edge algorithms for creating optimal embeddings given some data.

It can be used as a standalone package, or as part of DynamicalSystems.jl.

To install it, run `import Pkg; Pkg.add("DelayEmbeddings")`.

All further information is provided in the documentation, which you can either find online or build locally by running the `docs/make.jl` file.