Science Score: 85.0%
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
Found .zenodo.json file -
✓DOI references
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: mdpi.com -
✓Committers with academic emails
1 of 1 committers (100.0%) from academic institutions -
✓Institutional organization owner
Organization modal-inria has institutional domain (team.inria.fr) -
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (14.7%) to scientific vocabulary
Keywords
Repository
Categorical Functional Data Analysis
Basic Info
- Host: GitHub
- Owner: modal-inria
- Language: R
- Default Branch: master
- Homepage: https://modal-inria.github.io/cfda
- Size: 23.2 MB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 2
- Open Issues: 6
- Releases: 9
Topics
Metadata Files
README.md
cfda: Categorical Functional Data Analysis
cfda provides functions for the analysis of categorical functional data.
The main contribution is the computation of an optimal encoding (real functional variable) of each state of the categorical functional data.
Installation
From CRAN:
r
install.packages("cfda")
From github:
r
library(remotes)
install_github("modal-inria/cfda", build_vignettes = TRUE)
Vignette
Once the package is installed, a vignette describing the mathematical background and showing an example is available using the R command:
r
RShowDoc("cfda", package = "cfda")
Credits
cfda is developed by Cristian Preda (Inria Lille, Université de Lille), Quentin Grimonprez (Inria Lille) and Vincent Vandewalle (Inria Lille, Université de Lille).
Copyright Inria - Université de Lille
Citation
Preda C, Grimonprez Q, Vandewalle V. Categorical Functional Data Analysis. The cfda R Package. Mathematics. 2021; 9(23):3074. https://doi.org/10.3390/math9233074
bibtex
@Article{,
title = {Categorical Functional Data Analysis. The cfda R Package},
author = {Cristian Preda and Quentin Grimonprez and Vincent Vandewalle},
journal = {Mathematics},
year = {2021},
volume = {9},
number = {23},
url = {https://www.mdpi.com/2227-7390/9/23/3074},
doi = {10.3390/math9233074},
}
Licence
This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.
Owner
- Name: Modal team - Inria Lille-Nord Europe
- Login: modal-inria
- Kind: organization
- Location: France
- Website: https://team.inria.fr/modal/
- Repositories: 6
- Profile: https://github.com/modal-inria
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite the following paper."
title: "cfda R package"
authors:
- family-names: "Preda"
given-names: "Cristian"
email: "cristian.preda@univ-lille.fr"
orcid: "https://orcid.org/0000-0001-6787-7374"
affiliation: "UMR CNRS 8524—Laboratoire Paul Painlevé, University of Lille AND Institute of Statistics and Applied Mathematics of the Romanian Academy AND Inria Lille Nord-Europe, MODAL team"
- family-names: "Grimonprez"
given-names: "Quentin"
email: "qgrimonprez@diagrams-technologies.com"
affiliation: "DiagRAMS-Technologies"
- family-names: "Vandewalle"
given-names: "Vincent"
email: "vincent.vandewalle@univ-lille.fr"
orcid: "https://orcid.org/0000-0003-2946-9059"
affiliation: "Inria Lille Nord-Europe, MODAL team AND Biostatistics Department, University of Lille, CHU Lille—ULR 2694 METRICS"
preferred-citation:
type: article
authors:
- family-names: "Preda"
given-names: "Cristian"
email: "cristian.preda@univ-lille.fr"
orcid: "https://orcid.org/0000-0001-6787-7374"
affiliation: "UMR CNRS 8524—Laboratoire Paul Painlevé, University of Lille AND Institute of Statistics and Applied Mathematics of the Romanian Academy AND Inria Lille Nord-Europe, MODAL team"
- family-names: "Grimonprez"
given-names: "Quentin"
email: "qgrimonprez@diagrams-technologies.com"
affiliation: "DiagRAMS-Technologies"
- family-names: "Vandewalle"
given-names: "Vincent"
email: "vincent.vandewalle@univ-lille.fr"
orcid: "https://orcid.org/0000-0003-2946-9059"
affiliation: "Inria Lille Nord-Europe, MODAL team AND Biostatistics Department, University of Lille, CHU Lille—ULR 2694 METRICS"
doi: "10.3390/math9233074"
url: "https://www.mdpi.com/2227-7390/9/23/3074"
journal: "Mathematics"
title: "Categorical Functional Data Analysis. The cfda R Package"
volume: 9
issue: 23
year: 2021
GitHub Events
Total
- Release event: 2
- Watch event: 1
- Delete event: 2
- Push event: 13
- Pull request event: 3
- Create event: 3
Last Year
- Release event: 2
- Watch event: 1
- Delete event: 2
- Push event: 13
- Pull request event: 3
- Create event: 3
Committers
Last synced: 8 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Quentin Grimonprez | q****z@i****r | 387 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 14
- Total pull requests: 15
- Average time to close issues: about 1 month
- Average time to close pull requests: 30 days
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.21
- Average comments per pull request: 0.0
- Merged pull requests: 13
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 25 days
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- Quentin62 (14)
Pull Request Authors
- Quentin62 (15)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 305 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 9
- Total maintainers: 1
cran.r-project.org: cfda
Categorical Functional Data Analysis
- Homepage: https://modal-inria.github.io/cfda/
- Documentation: http://cran.r-project.org/web/packages/cfda/cfda.pdf
- License: AGPL-3
-
Latest release: 0.12.1
published about 1 year ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.5.0 depends
- fda * depends
- ggplot2 * depends
- diagram * imports
- mgcv * imports
- msm * imports
- parallel * imports
- pbapply * imports
- covr * suggests
- knitr * suggests
- rmarkdown * suggests
- testthat * suggests
- actions/checkout v3 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
- JamesIves/github-pages-deploy-action v4.4.1 composite
- actions/checkout v3 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
- actions/checkout v3 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
- softprops/action-gh-release v1 composite