{"id":19713590,"url":"https://github.com/modal-inria/funclustering","last_synced_at":"2026-05-16T11:02:16.274Z","repository":{"id":105075814,"uuid":"241641274","full_name":"modal-inria/Funclustering","owner":"modal-inria","description":"Model-based clustering algorithm for multivariate functional data","archived":false,"fork":false,"pushed_at":"2020-12-21T09:28:59.000Z","size":46,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-27T20:34:28.170Z","etag":null,"topics":["clustering","functional-data-analysis","functional-data-clustering","r"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/modal-inria.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-02-19T14:24:05.000Z","updated_at":"2020-12-21T09:29:01.000Z","dependencies_parsed_at":"2023-03-13T14:50:29.774Z","dependency_job_id":null,"html_url":"https://github.com/modal-inria/Funclustering","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/modal-inria/Funclustering","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modal-inria%2FFunclustering","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modal-inria%2FFunclustering/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modal-inria%2FFunclustering/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modal-inria%2FFunclustering/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/modal-inria","download_url":"https://codeload.github.com/modal-inria/Funclustering/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modal-inria%2FFunclustering/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33100319,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-16T04:41:52.686Z","status":"ssl_error","status_checked_at":"2026-05-16T04:41:52.009Z","response_time":115,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["clustering","functional-data-analysis","functional-data-clustering","r"],"created_at":"2024-11-11T22:23:43.187Z","updated_at":"2026-05-16T11:02:16.206Z","avatar_url":"https://github.com/modal-inria.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Funclustering\n\n[![R-CMD-check](https://github.com/modal-inria/Funclustering/workflows/R-CMD-check/badge.svg)](https://github.com/modal-inria/Funclustering/actions)\n\n[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/Funclustering)](https://cran.r-project.org/package=Funclustering) [![Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/Funclustering?color=blue)](http://cranlogs.r-pkg.org/badges/grand-total/Funclustering) [![Downloads](https://cranlogs.r-pkg.org/badges/Funclustering)](https://cran.rstudio.com/web/packages/Funclustering/index.html)\n\nThe code was originally on an [R-forge repository](https://r-forge.r-project.org/projects/soueidatt/).\n\n\nThis package proposes a model-based clustering algorithm for multivariate functional data. The parametric mixture model, based on the assumption of normality of the principal components resulting from a multivariate functional PCA, is estimated by an EM-like algorithm. The main advantage of the proposed algorithm is its ability to take into account the dependence among curves.\n\n\n## Installation\n\nFrom github:\n``` r\nlibrary(devtools)\ninstall_github(\"modal-inria/Funclustering\")\n```\n\n## Credits\n\n**Funclustering** is developed by Mohamed Soueidatt, Julien Jacques and Christophe Biernacki with contribution of Vincent Kubicki and Quentin Grimonprez\n\nCopyright Inria - Université de Lille\n\n## Licence\n\nThis program is free software: you can redistribute it and/or modify\nit under the terms of the GNU Affero General Public License as\npublished by the Free Software Foundation, either version 3 of the\nLicense, or (at your option) any later version.\nThis program is distributed in the hope that it will be useful,\nbut WITHOUT ANY WARRANTY; without even the implied warranty of\nMERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n[GNU Affero General Public License](https://www.gnu.org/licenses/agpl-3.0.en.html) for more details.\n\n\n## References\n\n* J.Jacques and C.Preda (2013), Funclust: a curves clustering method using functional random variable density approximation, Neurocomputing, 112, 164-171.\n* J.Jacques and C.Preda (2013), Model-based clustering of multivariate functional data, Computational Statistics and Data Analysis, in press DOI 10.1016/j.csda.2012.12.004.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmodal-inria%2Ffunclustering","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmodal-inria%2Ffunclustering","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmodal-inria%2Ffunclustering/lists"}