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clustcurv

An R package for determining groups of curves

https://github.com/noramvillanueva/clustcurv

Science Score: 36.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.4%) to scientific vocabulary

Keywords

clustering data-analytics machinelearning multiple-curves nonparametric-statistics number-of-clusters regression survival-analysis
Last synced: 6 months ago · JSON representation

Repository

An R package for determining groups of curves

Basic Info
  • Host: GitHub
  • Owner: noramvillanueva
  • License: other
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 1.23 MB
Statistics
  • Stars: 3
  • Watchers: 2
  • Forks: 2
  • Open Issues: 0
  • Releases: 1
Topics
clustering data-analytics machinelearning multiple-curves nonparametric-statistics number-of-clusters regression survival-analysis
Created over 8 years ago · Last pushed over 1 year ago
Metadata Files
Readme License

README.md

clustcurv: Determining Groups in Multiple Curves

DOI R-CMD-check Coverage status CRAN status CRAN Downloads CRAN Downloads

clustcurv is an R package that provides a method for determining groups in multiple curves with an automatic selection of their number based on k-means or k-medians algorithms. The selection of the optimal number is provided by bootstrap methods. The methodology can be applied both in regression and survival framework.

Installation

clustcurv is available through both CRAN and GitHub.

Get the released version from CRAN: install.packages("clustcurv")

Or the development version from GitHub: ```

install.packages("devtools")

devtools::install_github("noramvillanueva/clustcurv") ```

Owner

  • Name: Nora M. Villanueva
  • Login: noramvillanueva
  • Kind: user
  • Location: Spain
  • Company: @uvigo

PhD, Lecturer at Dep. Statistics and O.R. (UVIGO).

GitHub Events

Total
  • Issues event: 1
  • Issue comment event: 1
  • Push event: 9
Last Year
  • Issues event: 1
  • Issue comment event: 1
  • Push event: 9

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 112
  • Total Committers: 4
  • Avg Commits per committer: 28.0
  • Development Distribution Score (DDS): 0.429
Past Year
  • Commits: 3
  • Committers: 1
  • Avg Commits per committer: 3.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Nora M. Villanueva n****a@g****m 64
Marta Sestelo s****o@u****s 19
Nora Mártinez Villanueva n****a@g****g 15
Nora Martínez Villanueva n****a@M****l 14
Committer Domains (Top 20 + Academic)
gradiant.org: 1 uvigo.es: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 1
  • Total pull requests: 8
  • Average time to close issues: about 2 years
  • Average time to close pull requests: 3 months
  • Total issue authors: 1
  • Total pull request authors: 3
  • Average comments per issue: 2.0
  • Average comments per pull request: 0.25
  • Merged pull requests: 6
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • ahmetgorkemer (1)
Pull Request Authors
  • noramvillanueva (4)
  • sestelo (3)
  • dylanpieper (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • cran 653 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: clustcurv

Determining Groups in Multiples Curves

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 653 Last month
Rankings
Forks count: 21.9%
Stargazers count: 28.5%
Average: 28.9%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Maintainers (1)
nmvillanueva@uvigo.es
Last synced: 6 months ago
conda-forge.org: r-clustcurv
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.0%
Average: 50.2%
Dependent packages count: 51.2%
Forks count: 57.4%
Stargazers count: 58.4%
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • Gmedian * imports
  • RColorBrewer * imports
  • doParallel * imports
  • doRNG * imports
  • foreach * imports
  • ggfortify * imports
  • ggplot2 * imports
  • grDevices * imports
  • npregfast * imports
  • survival * imports
  • condSURV * suggests
  • knitr * suggests
  • plotly * suggests
  • rmarkdown * suggests
  • testthat * suggests
.github/workflows/R-CMD-check.yml actions
  • actions/checkout v4 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/check-no-suggests.yml actions
  • actions/checkout v4 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite