https://github.com/modal-inria/cfda

Categorical Functional Data Analysis
https://github.com/modal-inria/cfda

categorical-data functional-data-analysis hacktoberfest r

Last synced: 3 months ago
JSON representation

Categorical Functional Data Analysis

• Host: GitHub
• URL: https://github.com/modal-inria/cfda
• Owner: modal-inria
• Created: 2019-10-17T15:05:06.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2024-06-19T13:57:50.000Z (6 months ago)
• Last Synced: 2024-09-30T04:04:54.169Z (3 months ago)
• Topics: categorical-data, functional-data-analysis, hacktoberfest, r
• Language: R
• Homepage: https://modal-inria.github.io/cfda
• Size: 19.8 MB
• Stars: 3
• Watchers: 2
• Forks: 2
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • Citation: CITATION.cff

Awesome Lists containing this project

README

        
# cfda: Categorical Functional Data Analysis

[![R-CMD-check](https://github.com/modal-inria/cfda/workflows/R-CMD-check/badge.svg?branch=master)](https://github.com/modal-inria/cfda/actions) [![codecov](https://codecov.io/gh/modal-inria/cfda/branch/master/graphs/badge.svg)](https://codecov.io/gh/modal-inria/cfda) 

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/cfda)](https://cran.r-project.org/package=cfda) [![Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/cfda?color=blue)](http://cranlogs.r-pkg.org/badges/grand-total/cfda) [![Downloads](https://cranlogs.r-pkg.org/badges/cfda)](https://cran.rstudio.com/web/packages/cfda/index.html)

**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](https://www.gnu.org/licenses/agpl-3.0.en.html) for more details.