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DelayEmbeddings

Delay coordinates embeddings and optimizing them

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

Science Score: 64.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: springer.com
  • ✓
    Committers with academic emails
    1 of 11 committers (9.1%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.8%) to scientific vocabulary

Keywords

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

Keywords from Contributors

midi notes mathematics julialang humanizer music music-manipulation quantizer fft mixed-model
Last synced: 6 months ago · JSON representation ·

Repository

Delay coordinates embeddings and optimizing them

Basic Info
  • Host: GitHub
  • Owner: JuliaDynamics
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Homepage:
  • Size: 2.51 MB
Statistics
  • Stars: 30
  • Watchers: 9
  • Forks: 8
  • Open Issues: 17
  • Releases: 76
Topics
chaos delay-embedding hacktoberfest nonlinear nonlinear-dynamics nonlinear-timeseries-analysis reconstruction timeseries
Created over 7 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog License Citation

README.md

DelayEmbeddings.jl

docsdev docsstable CI codecov Package Downloads

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.

Owner

  • Name: JuliaDynamics
  • Login: JuliaDynamics
  • Kind: organization

A Julia-based software organization for dynamical systems, nonlinear dynamics, complex systems and the complexities of the scientific life

Citation (CITATION.bib) 

@article{Datseris2018,
  doi = {10.21105/joss.00598},
  url = {https://doi.org/10.21105/joss.00598},
  year  = {2018},
  month = {mar},
  volume = {3},
  number = {23},
  pages = {598},
  author = {George Datseris},
  title = {DynamicalSystems.jl: A Julia software library for chaos and nonlinear dynamics},
  journal = {Journal of Open Source Software}
}

GitHub Events

Total
  • Release event: 1
  • Watch event: 3
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 1
  • Pull request event: 6
  • Fork event: 1
  • Create event: 2
Last Year
  • Release event: 1
  • Watch event: 3
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 1
  • Pull request event: 6
  • Fork event: 1
  • Create event: 2

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 372
  • Total Committers: 11
  • Avg Commits per committer: 33.818
  • Development Distribution Score (DDS): 0.414
Top Committers
Name Email Commits
Datseris d****e@g****m 218
K. Hauke Kraemer h****r@p****e 107
Kai Hauke Krämer 3****r@u****m 16
github-actions[bot] 4****]@u****m 9
Helios De Rosario h****m@u****m 7
Helios h****o@g****m 6
Anshul Singhvi a****7@s****u 3
Kristian Agasøster Haaga k****a@u****m 3
Julia TagBot 5****t@u****m 1
Inga Kottlarz 6****z@u****m 1
Deeptendu Santra s****o@g****m 1
Committer Domains (Top 20 + Academic)
simons-rock.edu: 1 pik-potsdam.de: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 30
  • Total pull requests: 86
  • Average time to close issues: 4 months
  • Average time to close pull requests: 9 days
  • Total issue authors: 10
  • Total pull request authors: 13
  • Average comments per issue: 4.8
  • Average comments per pull request: 2.36
  • Merged pull requests: 81
  • Bot issues: 0
  • Bot pull requests: 19
Past Year
  • Issues: 0
  • Pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 hours
  • Issue authors: 0
  • Pull request authors: 3
  • Average comments per issue: 0
  • Average comments per pull request: 1.33
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 1
View more stats
Top Authors
Issue Authors
  • Datseris (17)
  • kahaaga (2)
  • heliosdrm (2)
  • hkraemer (2)
  • pucicu (2)
  • tom-plaa (1)
  • CNelias (1)
  • ikottlarz (1)
  • JonasIsensee (1)
  • JuliaTagBot (1)
Pull Request Authors
  • Datseris (28)
  • hkraemer (24)
  • dependabot[bot] (14)
  • github-actions[bot] (9)
  • denizhanpak (5)
  • kahaaga (3)
  • heliosdrm (2)
  • TimVWese (2)
  • asinghvi17 (1)
  • Dsantra92 (1)
  • apbraun (1)
  • ikottlarz (1)
  • JuliaTagBot (1)
Top Labels
Issue Labels
good first issue (9) enhancement (9) tests (4) wanted feature (4) breaking (4) bug (3) low priority (3) simplification (2) performance (2) help wanted (1) Hacktoberfest (1) separated-embedding (1)
Pull Request Labels
dependencies (14) breaking (1) enhancement (1) bug (1) github_actions (1)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 367 total
  • Total dependent packages: 16
  • Total dependent repositories: 22
  • Total versions: 77
juliahub.com: DelayEmbeddings

Delay coordinates embeddings and optimizing them

  • Versions: 77
  • Dependent Packages: 16
  • Dependent Repositories: 22
  • Downloads: 367 Total
Rankings
Dependent repos count: 1.7%
Dependent packages count: 4.2%
Average: 11.4%
Forks count: 18.9%
Stargazers count: 20.6%
Last synced: 6 months ago