{"id":26194283,"url":"https://github.com/active-group/active-analytics","last_synced_at":"2025-12-12T01:13:25.329Z","repository":{"id":62432280,"uuid":"160347406","full_name":"active-group/active-analytics","owner":"active-group","description":null,"archived":false,"fork":false,"pushed_at":"2019-01-22T08:24:11.000Z","size":70,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":15,"default_branch":"master","last_synced_at":"2024-11-29T01:49:28.444Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Clojure","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"epl-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/active-group.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-12-04T11:32:13.000Z","updated_at":"2019-01-22T08:24:13.000Z","dependencies_parsed_at":"2022-11-01T20:45:41.160Z","dependency_job_id":null,"html_url":"https://github.com/active-group/active-analytics","commit_stats":null,"previous_names":["active-group/active-analysis"],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/active-group%2Factive-analytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/active-group%2Factive-analytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/active-group%2Factive-analytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/active-group%2Factive-analytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/active-group","download_url":"https://codeload.github.com/active-group/active-analytics/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243141225,"owners_count":20242817,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2025-03-12T01:56:02.632Z","updated_at":"2025-10-15T13:39:03.927Z","avatar_url":"https://github.com/active-group.png","language":"Clojure","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Active Analytics\n\nA Clojure library containing analytic methods used in our projects. \n\n#### Dependency information\n\n[Leiningen](https://github.com/technomancy/leiningen/)\n\n    [de.active-group/active-analytics \"0.3.0\"]\n\n[deps.edn](https://clojure.org/guides/deps_and_cli)\n\n    {de.active-group/active-analytics {:mvn/version \"0.3.0\"}}\n\n## Usage\n\nSo far, there are three implemented clustering algorithms:\n\n- [Power iteration clustering (PIC)](http://www.cs.cmu.edu/~frank/papers/icml2010-pic-final.pdf): `active-analytics.clustering.pic`\n- [k-means clustering](https://en.wikipedia.org/wiki/K-means_clustering): `active-analytics.clustering.k-means`\n- [k-medoids clustering](https://en.wikipedia.org/wiki/K-medoids) (Lloyd's algorithm): `active-analytics.clustering.k-medoids`\n\nAt the moment, the PIC implementation as well as the default k-means\ncentroid function only support [neanderthal](https://neanderthal.uncomplicate.org/)\nas backend. Please follow its [instructions](https://neanderthal.uncomplicate.org/articles/getting_started.html#the-native-library-used-by-neanderthals-native-engine) \non how to install the needed native Intel MKL library.\n\nThe `active-analytics.clustering.silhouettes` namespace contains functions to\nmeasure the quality of clustering results.\n\n## License\n\nCopyright © 2018 Active Group GmbH\n\nDistributed under the Eclipse Public License either version 1.0 or (at\nyour option) any later version.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factive-group%2Factive-analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Factive-group%2Factive-analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factive-group%2Factive-analytics/lists"}